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Papersopenconf/eacl/SethSPD2310.18653/V1/2023.EACL-MAIN.238https://doi.org/10.18653/v1/2023.eacl-main.238https://dblp.org/rec/conf/eacl/SethSPD23URL#327999Andrea CampagnerCredal Learning: Weakly Supervised Learning from Credal Sets.ECAI327-3342023Conference and Workshop Papersclosedconf/ecai/Campagner2310.3233/FAIA230287https://doi.org/10.3233/FAIA230287https://dblp.org/rec/conf/ecai/Campagner23URL#328418Song WangJing Ma 0002Lu Cheng 0001Jundong LiFair Few-Shot Learning with Auxiliary Sets.ECAI2517-25242023Conference and Workshop Papersclosedconf/ecai/Wang00L2310.3233/FAIA230556https://doi.org/10.3233/FAIA230556https://dblp.org/rec/conf/ecai/Wang00L23URL#328723Vu-Linh NguyenHaifei ZhangSébastien DesterckeLearning Sets of Probabilities Through Ensemble Methods.ECSQARU270-2832023Conference and Workshop Papersclosedconf/ecsqaru/NguyenZD2310.1007/978-3-031-45608-4_21https://doi.org/10.1007/978-3-031-45608-4_21https://dblp.org/rec/conf/ecsqaru/NguyenZD23URL#329830Pankaj ChejaraLuis Pablo PrietoMaría Jesús Rodríguez-TrianaAdolfo Ruiz-CallejaReet KasepaluIrene-Angelica ChountaBertrand SchneiderExploring Indicators for Collaboration Quality and Its Dimensions in Classroom Settings Using Multimodal Learning Analytics.EC-TEL60-742023Conference and Workshop Papersclosedconf/ectel/ChejaraPRRKCS2310.1007/978-3-031-42682-7_5https://doi.org/10.1007/978-3-031-42682-7_5https://dblp.org/rec/conf/ectel/ChejaraPRRKCS23URL#329855Robin GleesonLarissa BartokCarla Alexandra Souta Barreiros"Feedback is not Embarrassing but Helpful :)" - An Exploratory Study on the Applicability of Constructive Feedback Checklists for Lecturers in Online Learning Settings.EC-TEL560-5652023Conference and Workshop Papersclosedconf/ectel/GleesonBB2310.1007/978-3-031-42682-7_42https://doi.org/10.1007/978-3-031-42682-7_42https://dblp.org/rec/conf/ectel/GleesonBB23URL#329867Ankita SethiShivam DamaniArshia K. SethiAnjali RajagopalKeerthy GopalakrishnanAkhila Sai Sree CherukuriShivaram Poigai ArunachalamGastrointestinal Endoscopic Image Classification using a Novel Wavelet Decomposition Based Deep Learning Algorithm.eIT616-6212023Conference and Workshop Papersclosedconf/eit/SethiDSRGCA2310.1109/EIT57321.2023.10187226https://doi.org/10.1109/eIT57321.2023.10187226https://dblp.org/rec/conf/eit/SethiDSRGCA23URL#330893Josip JukicJan SnajderParameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings.EMNLP5061-50742023Conference and Workshop Papersopenconf/emnlp/JukicS23https://aclanthology.org/2023.emnlp-main.307https://dblp.org/rec/conf/emnlp/JukicS23URL#333157Jiangnan LiYice ZhangBin LiangKam-Fai WongRuifeng XuSet Learning for Generative Information Extraction.EMNLP13043-130522023Conference and Workshop Papersopenconf/emnlp/LiZLWX23https://aclanthology.org/2023.emnlp-main.806https://dblp.org/rec/conf/emnlp/LiZLWX23URL#333374Oscar Aponte-RengifoRamón VilanovaMario FranciscoPastora VegaSilvana RevollarOptimal set point generation based on deep reinforcement learning and transfer knowledge for Wastewater Treatment Plants.ETFA1-72023Conference and Workshop Papersclosedconf/etfa/AponteRengifoVFVR2310.1109/ETFA54631.2023.10275522https://doi.org/10.1109/ETFA54631.2023.10275522https://dblp.org/rec/conf/etfa/AponteRengifoVFVR23URL#335771Seth CooperEden BalemaLearning Constrained Graph Layout for Content Generation.EXAG@AIIDE2023Conference and Workshop Papersopenconf/exag/CooperB23https://ceur-ws.org/Vol-3626/short4.pdfhttps://dblp.org/rec/conf/exag/CooperB23URL#338238Seth CooperEmily HalinaJichen ZhuMatthew GuzdialRe-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic.FDG69:1-69:32023Conference and Workshop Papersclosedconf/fdg/CooperHZG2310.1145/3582437.3587210https://doi.org/10.1145/3582437.3587210https://dblp.org/rec/conf/fdg/CooperHZG23URL#338812Chris CornelisHenri BollaertCombination of Fuzzy Sets and Rough Sets for Machine Learning Purposes (Tutorial Lecture - Extended Abstract).FedCSIS672023Conference and Workshop Papersopenconf/fedcsis/CornelisB2310.15439/2023F0001https://doi.org/10.15439/2023F0001https://dblp.org/rec/conf/fedcsis/CornelisB23URL#338975Chelsea William FernandesTahereh MiariSetareh RafatiradHossein SayadiUnleashing the Potential of Reinforcement Learning for Enhanced Personalized Education.FIE1-52023Conference and Workshop Papersclosedconf/fie/FernandesMRS2310.1109/FIE58773.2023.10342902https://doi.org/10.1109/FIE58773.2023.10342902https://dblp.org/rec/conf/fie/FernandesMRS23URL#339689Haoze Wu 0001Christopher HahnFlorian LonsingMakai MannRaghuram RamanujanClark W. BarrettLightweight Online Learning for Sets of Related Problems in Automated Reasoning.FMCAD1-112023Conference and Workshop Papersclosedconf/fmcad/WuHLMRB2310.34727/2023/ISBN.978-3-85448-060-0_10https://doi.org/10.34727/2023/isbn.978-3-85448-060-0_10https://dblp.org/rec/conf/fmcad/WuHLMRB23URL#340466Masanao NatsumedaTakehiko MizoguchiWei Cheng 0002Yuncong ChenHaifeng ChenUnsupervised anomaly detection under a multiple modeling strategy via model set optimization through transfer learning.FUSION1-82023Conference and Workshop Papersclosedconf/fusion/NatsumedaMCCC2310.23919/FUSION52260.2023.10224107https://doi.org/10.23919/FUSION52260.2023.10224107https://dblp.org/rec/conf/fusion/NatsumedaMCCC23URL#341377Adam HandkeDamian JózwiakPiotr KaminskiMichal WisniewskiMilosz KadzinskiMetaphor-based algorithms for learning the preference model parameters of FlowSort from large sets of assignment examples.GECCO Companion283-2862023Conference and Workshop Papersclosedconf/gecco/HandkeJKWK2310.1145/3583133.3590530https://doi.org/10.1145/3583133.3590530https://dblp.org/rec/conf/gecco/HandkeJKWK23URL#342400David PätzelMichael HeiderJörg HähnerTowards Principled Synthetic Benchmarks for Explainable Rule Set Learning Algorithms.GECCO Companion1657-16622023Conference and Workshop Papersclosedconf/gecco/PatzelHH2310.1145/3583133.3596416https://doi.org/10.1145/3583133.3596416https://dblp.org/rec/conf/gecco/PatzelHH23URL#342578Jairo Enrique Ramírez SánchezCamilo Chacón SartoriChristian Blum 0001Q-Learning Ant Colony Optimization supported by Deep Learning for Target Set Selection.GECCO357-3662023Conference and Workshop Papersclosedconf/gecco/SanchezS02310.1145/3583131.3590396https://doi.org/10.1145/3583131.3590396https://dblp.org/rec/conf/gecco/SanchezS023URL#342630Cheng FuZhiyong ZhouJan WinklerNicolas BeglingerRobert WeibelProgress in Constructing an Open Map Generalization Data Set for Deep Learning (Short Paper).GIScience30:1-30:62023Conference and Workshop Papersopenconf/giscience/FuZWBW2310.4230/LIPICS.GISCIENCE.2023.30https://doi.org/10.4230/LIPIcs.GIScience.2023.30https://dblp.org/rec/conf/giscience/FuZWBW23URL#343460Chuiyang MengMing TangMehdi SetayeshVincent W. S. Wong 0001GNN-Based Neighbor Selection and Resource Allocation for Decentralized Federated Learning.GLOBECOM1223-12282023Conference and Workshop Papersclosedconf/globecom/MengTSW2310.1109/GLOBECOM54140.2023.10437919https://doi.org/10.1109/GLOBECOM54140.2023.10437919https://dblp.org/rec/conf/globecom/MengTSW23URL#344407Yizhou YangMengxuan ChenHaohuan FuXin LiuSetTron: Towards Better Generalisation in Penetration Testing with Reinforcement Learning.GLOBECOM4662-46672023Conference and Workshop Papersclosedconf/globecom/YangCFL2310.1109/GLOBECOM54140.2023.10437804https://doi.org/10.1109/GLOBECOM54140.2023.10437804https://dblp.org/rec/conf/globecom/YangCFL23URL#344973Hammad ZafarMartin KasparickSetareh MaghsudiSlawomir StanczakA Deep Reinforcement Learning Approach for Load Balancing in Open Radio Access Networks.GLOBECOM3723-37282023Conference and Workshop Papersclosedconf/globecom/ZafarKMS2310.1109/GLOBECOM54140.2023.10437848https://doi.org/10.1109/GLOBECOM54140.2023.10437848https://dblp.org/rec/conf/globecom/ZafarKMS23URL#345043Deden Sumirat HidayatDana Indra SensuseSetyawan WidyartoKnowledge-based System for Scholarly Publication Cycle to Support Smart Learning.IC3INA84-892023Conference and Workshop Papersclosedconf/ic3ina/HidayatSW2310.1109/IC3INA60834.2023.10285784https://doi.org/10.1109/IC3INA60834.2023.10285784https://dblp.org/rec/conf/ic3ina/HidayatSW23URL#351812Paolo Jerico Montion ValdezZyrine Mamplata PadillaPatrick Johnriel SisonLeandro Reyes De LunaEmotional Intelligence, Self-Efficacy and Resilience among Filipino Nursing University Students in the Blended Learning Setup: A Mediation Analysis Using PLS-SEM.IC4E25-312023Conference and Workshop Papersclosedconf/ic4e/ValdezPSL2310.1145/3588243.3588263https://doi.org/10.1145/3588243.3588263https://dblp.org/rec/conf/ic4e/ValdezPSL23URL#352024Antonio PanareseGiuseppina SettanniAngelo Galiano 0001Modeling an e-Commerce Hybrid Recommender System Based on Machine Learning Algorithms.ICAART706-7122023Conference and Workshop Papersclosedconf/icaart/PanareseS02310.5220/0011745700003393https://doi.org/10.5220/0011745700003393https://dblp.org/rec/conf/icaart/PanareseS023URL#352462Abhijnya BhatSejal PriyaAbhijit SethiKedar U. 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ChanGII: A Unified Approach to Representation Learning in Open Set Recognition with Novel Category Discovery.ICANN243-2542023Conference and Workshop Papersclosedconf/icann/JiaC2310.1007/978-3-031-44198-1_21https://doi.org/10.1007/978-3-031-44198-1_21https://dblp.org/rec/conf/icann/JiaC23URL#353717Johan PauwelsLorenzo PicinaliOn the Relevance of the Differences Between HRTF Measurement Setups for Machine Learning.ICASSP1-52023Conference and Workshop Papersclosedconf/icassp/PauwelsP2310.1109/ICASSP49357.2023.10096689https://doi.org/10.1109/ICASSP49357.2023.10096689https://dblp.org/rec/conf/icassp/PauwelsP23URL#355942Ashish SethSreyan GhoshSrinivasan UmeshDinesh ManochaSLICER: Learning Universal Audio Representations Using Low-Resource Self-Supervised Pre-Training.ICASSP1-52023Conference and Workshop Papersclosedconf/icassp/SethGUM23a10.1109/ICASSP49357.2023.10096970https://doi.org/10.1109/ICASSP49357.2023.10096970https://dblp.org/rec/conf/icassp/SethGUM23aURL#356158Hang WangSahar KaramiOusmane DiaHippolyt RitterEhsan Emamjomeh-ZadehJiahui ChenZhen XiangDavid J. Miller 0001George KesidisTraining Set Cleansing of Backdoor Poisoning by Self-Supervised Representation Learning.ICASSP1-52023Conference and Workshop Papersclosedconf/icassp/WangKDRECXMK2310.1109/ICASSP49357.2023.10097244https://doi.org/10.1109/ICASSP49357.2023.10097244https://dblp.org/rec/conf/icassp/WangKDRECXMK23URL#356505Ermin OmeragicOzan OrhanTarik UzunovicEdin GolubovicAnalysing Transfer Learning Efficacy with Different Feature Sets for Occupancy Detection.ICAT1-62023Conference and Workshop Papersclosedconf/icatech/OmeragicOUG2310.1109/ICAT57854.2023.10171324https://doi.org/10.1109/ICAT57854.2023.10171324https://dblp.org/rec/conf/icatech/OmeragicOUG23URL#357181Guizhen YangDezhi LvZhendong ZhangAEWS-Net: An Auditor Early-Warning Indicator Set Construction Network Based on Contrastive Learning.ICBDT247-2532023Conference and Workshop Papersclosedconf/icbdt/YangLZ2310.1145/3627377.3627416https://doi.org/10.1145/3627377.3627416https://dblp.org/rec/conf/icbdt/YangLZ23URL#357729J. 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GuptaVarsha AryaAniello CastiglioneJustin Zhang 0001Low Resource Vs High Resource solutions for Federated learning sentiment analysis.ICCE1-32023Conference and Workshop Papersclosedconf/iccel/SethiCGACZ2310.1109/ICCE56470.2023.10043544https://doi.org/10.1109/ICCE56470.2023.10043544https://dblp.org/rec/conf/iccel/SethiCGACZ23URL#363505Zekun Li 0010Lei Qi 0001Yinghuan ShiYang Gao 0001IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization.ICCV15824-158332023Conference and Workshop Papersclosedconf/iccv/00100S02310.1109/ICCV51070.2023.01454https://doi.org/10.1109/ICCV51070.2023.01454https://dblp.org/rec/conf/iccv/00100S023URL#365062Yue FanAnna KuklevaDengxin DaiBernt SchieleSSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning.ICCV16022-160322023Conference and Workshop 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J. LinJerry N. C. LiHow Can We Set Up Eye Trackers in a Real Classroom? 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Gupta 0001Jingbo ShangNavigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework.KDD3297-33082023Conference and Workshop Papersclosedconf/kdd/Zhang00HGS2310.1145/3580305.3599443https://doi.org/10.1145/3580305.3599443https://dblp.org/rec/conf/kdd/Zhang00HGS23URL#411311Huiyong LiRwitajit MajumdarYuanyuan YangHiroaki OgataModeling Feedback for Self-Direction Skills in K-12 Educational Settings with Learning and Physical Activity Data.CrossMMLA@LAK12-222023Conference and Workshop Papersopenconf/lak/LiMYO23https://ceur-ws.org/Vol-3439/paper2.pdfhttps://dblp.org/rec/conf/lak/LiMYO23URL#412765Feiran ZhangHanne BrynildsrudSofia PapavlasopoulouKshitij SharmaMichail N. 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ShinoharaSharyn KatzDespina KontosA radiomics-based model for the outcome prediction in COVID-19 positive patients through deep learning with both longitudinal chest x-ray and chest computed tomography images.Medical Imaging - Computer-Aided Diagnosis2023Conference and Workshop Papersclosedconf/micad/ZouMPVBCNCTSKK2310.1117/12.2655506https://doi.org/10.1117/12.2655506https://dblp.org/rec/conf/micad/ZouMPVBCNCTSKK23URL#415974Zhipeng DengLuyang LuoHao ChenScale Federated Learning for Label Set Mismatch in Medical Image Classification.MICCAI118-1272023Conference and Workshop Papersclosedconf/miccai/DengLC2310.1007/978-3-031-43898-1_12https://doi.org/10.1007/978-3-031-43898-1_12https://dblp.org/rec/conf/miccai/DengLC23URL#416231Mingyuan LiuLu XuJicong ZhangLearning Large Margin Sparse Embeddings for Open Set Medical Diagnosis.MICCAI548-5582023Conference and Workshop Papersclosedconf/miccai/LiuXZ2310.1007/978-3-031-43993-3_53https://doi.org/10.1007/978-3-031-43993-3_53https://dblp.org/rec/conf/miccai/LiuXZ23URL#416604Linhao QuYingfan MaZhiwei YangManning WangZhijian SongOpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification.MICCAI3-132023Conference and Workshop Papersclosedconf/miccai/QuMYWS2310.1007/978-3-031-43895-0_1https://doi.org/10.1007/978-3-031-43895-0_1https://dblp.org/rec/conf/miccai/QuMYWS23URL#416749Zixin YangRichard A. SimonCristian A. 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PerezComparing Classifiers: A Look at Machine-Learning and the Detection of Mobile Malware in COVID-19 Android Mobile Applications.MobiHoc498-5032023Conference and Workshop Papersclosedconf/mobihoc/JohnsonDP2310.1145/3565287.3617629https://doi.org/10.1145/3565287.3617629https://dblp.org/rec/conf/mobihoc/JohnsonDP23URL#421299Antonio Di MaioMina Aghaei DinaniGianluca RizzoThe Upsides of Turbulence: Baselining Gossip Learning in Dynamic Settings.MobiHoc376-3812023Conference and Workshop Papersclosedconf/mobihoc/MaioDR2310.1145/3565287.3616530https://doi.org/10.1145/3565287.3616530https://dblp.org/rec/conf/mobihoc/MaioDR23URL#421315Wencheng SunZhiping CaiXiaoyong ChenRegion-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning.NCTCS151-1602023Conference and Workshop Papersclosedconf/nctcs/SunCC2310.1007/978-981-99-7743-7_9https://doi.org/10.1007/978-981-99-7743-7_9https://dblp.org/rec/conf/nctcs/SunCC23URL#423195Manuel EberhardingerJohannes MaucherSetareh MaghsudiTowards Explainable Decision Making with Neural Program Synthesis and Library Learning.NeSy348-3682023Conference and Workshop Papersopenconf/nesy/EberhardingerMM23https://ceur-ws.org/Vol-3432/paper30.pdfhttps://dblp.org/rec/conf/nesy/EberhardingerMM23URL#423562Akhil BagariaBen AbbatematteoOmer GottesmanMatt CorsaroSreehari RammohanGeorge Dimitri KonidarisEffectively Learning Initiation Sets in Hierarchical Reinforcement Learning.NeurIPS2023Conference and Workshop Papersopenconf/nips/BagariaAGCRK23http://papers.nips.cc/paper_files/paper/2023/hash/e8da56eb93676e8f60ed2b696e44e7dc-Abstract-Conference.htmlhttps://dblp.org/rec/conf/nips/BagariaAGCRK23URL#424454Andrej BauerMatej PetkovicLjupco TodorovskiMLFMF: Data Sets for Machine Learning for Mathematical Formalization.NeurIPS2023Conference and Workshop Papersopenconf/nips/BauerPT23http://papers.nips.cc/paper_files/paper/2023/hash/9efe8db7fab57e19eed25718abedbbd2-Abstract-Datasets_and_Benchmarks.htmlhttps://dblp.org/rec/conf/nips/BauerPT23URL#424494Ali BehrouzFarnoosh HashemiSadaf SadeghianMargo I. 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Doan 0001Justin RombergConnected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems.NeurIPS2023Conference and Workshop Papersopenconf/nips/ZengDR23http://papers.nips.cc/paper_files/paper/2023/hash/3ff48dde82306fe8f26f3e51dd1054d7-Abstract-Conference.htmlhttps://dblp.org/rec/conf/nips/ZengDR23URL#427493Xiaoyuan ZhangXi Lin 0001Bo XueYifan ChenQingfu Zhang 0001Hypervolume Maximization: A Geometric View of Pareto Set Learning.NeurIPS2023Conference and Workshop Papersopenconf/nips/Zhang0XC023http://papers.nips.cc/paper_files/paper/2023/hash/7a7f6cc5dc2a84fb4edf0feb8e5cfd50-Abstract-Conference.htmlhttps://dblp.org/rec/conf/nips/Zhang0XC023URL#427508Gaspard BayePriscila SilvaAlexandre BroggiLance FiondellaNathaniel D. 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SalimContinually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting.ECML/PKDD3-192023Conference and Workshop Papersclosedconf/pkdd/PrabowoCXSS2310.1007/978-3-031-43430-3_1https://doi.org/10.1007/978-3-031-43430-3_1https://dblp.org/rec/conf/pkdd/PrabowoCXSS23URL#431653Akshay SethiSonia GuptaAakarsh MalhotraSiddhartha AsthanaLearning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.ECML/PKDD19-352023Conference and Workshop Papersclosedconf/pkdd/SethiGMA2310.1007/978-3-031-43418-1_2https://doi.org/10.1007/978-3-031-43418-1_2https://dblp.org/rec/conf/pkdd/SethiGMA23URL#431674Xugang WuHuijun Wu 0001Ruibo WangDuanyu LiXu ZhouKai LuLeveraging Free Labels to Power up Heterophilic Graph Learning in Weakly-Supervised Settings: An Empirical Study.ECML/PKDD140-1562023Conference and Workshop Papersclosedconf/pkdd/WuWWLZL2310.1007/978-3-031-43418-1_9https://doi.org/10.1007/978-3-031-43418-1_9https://dblp.org/rec/conf/pkdd/WuWWLZL23URL#431716Xiaolin HuangMengke LiYang LuHanzi WangDeCAB: Debiased Semi-supervised Learning for Imbalanced Open-Set Data.PRCV104-1192023Conference and Workshop Papersclosedconf/prcv/HuangLLW2310.1007/978-981-99-8546-3_9https://doi.org/10.1007/978-981-99-8546-3_9https://dblp.org/rec/conf/prcv/HuangLLW23URL#432292Souaad Hamza-CherifNesma SettoutiExploring Sentiment Analysis in Health with CNN, GRU and Zero-Shot Learning on Imbalanced Textual Data.RIF102-1092023Conference and Workshop Papersopenconf/rif/Hamza-CherifS23https://ceur-ws.org/Vol-3616/paper10.pdfhttps://dblp.org/rec/conf/rif/Hamza-CherifS23URL#435118Wenfei HuWeikai LinHongyu FangYi WangDingsheng LuoLearning Clear Class Separation for Open-set 3D Detector in Autonomous Vehicle via Selective Forgetting.RO-MAN1109-11142023Conference and Workshop Papersclosedconf/ro-man/HuLFWL2310.1109/RO-MAN57019.2023.10309314https://doi.org/10.1109/RO-MAN57019.2023.10309314https://dblp.org/rec/conf/ro-man/HuLFWL23URL#435414Wenfei HuWeikai LinHongyu FangYi WangDingsheng LuoLearning Clear Class Separation for Open-set 3D Detector in Autonomous Vehicle via Selective Forgetting.RO-MAN1144-11492023Conference and Workshop Papersclosedconf/ro-man/HuLFWL23a10.1109/RO-MAN57019.2023.10309441https://doi.org/10.1109/RO-MAN57019.2023.10309441https://dblp.org/rec/conf/ro-man/HuLFWL23aURL#435415Florian BeckJohannes FürnkranzPhuong Huynh Van QuocLayerwise Learning of Mixed Conjunctive and Disjunctive Rule Sets.RuleML+RR95-1092023Conference and Workshop Papersclosedconf/rulemlrr/BeckFQ2310.1007/978-3-031-45072-3_7https://doi.org/10.1007/978-3-031-45072-3_7https://dblp.org/rec/conf/rulemlrr/BeckFQ23URL#436726Arian PrabowoKaixuan Chen 0001Hao Xue 0001Subbu SethuvenkatramanFlora D. SalimNavigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning.BuildSys@SenSys41-502023Conference and Workshop Papersclosedconf/sensys/Prabowo00SS2310.1145/3600100.3623726https://doi.org/10.1145/3600100.3623726https://dblp.org/rec/conf/sensys/Prabowo00SS23URL#440186Weidi SunYuteng LuXiaokun LuanMeng Sun 0002HeatC: A Variable-Grained Coverage Criterion for Deep Learning Systems.SETTA243-2612023Conference and Workshop Papersclosedconf/setta/SunLLS2310.1007/978-981-99-8664-4_14https://doi.org/10.1007/978-981-99-8664-4_14https://dblp.org/rec/conf/setta/SunLLS23URL#440495Yingmin XiaoZhibin YangYong ZhouZhiqiu HuangRun-Time Assured Reinforcement Learning for Safe Spacecraft Rendezvous with Obstacle Avoidance.SETTA298-3132023Conference and Workshop Papersclosedconf/setta/XiaoYZH2310.1007/978-981-99-8664-4_17https://doi.org/10.1007/978-981-99-8664-4_17https://dblp.org/rec/conf/setta/XiaoYZH23URL#440498M. 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HermanEfficiency of Learning from Proof Blocks Versus Writing Proofs.SIGCSE472-4782023Conference and Workshop Papersclosedconf/sigcse/PoulsenGC0H2310.1145/3545945.3569797https://doi.org/10.1145/3545945.3569797https://dblp.org/rec/conf/sigcse/PoulsenGC0H23URL#441334Ryusei KatagiriYoshikazu FukuyamaShuhei KawaguchiKenjiro TakahashiTakaomi SatoOptimal Production Scheduling by Integer Form of Population-Based Incremental Learning with Initial Probability Matrix Setting Methods and a Practical Production Simulator.SSCI565-5722023Conference and Workshop Papersclosedconf/ssci/KatagiriFKTS2310.1109/SSCI52147.2023.10371949https://doi.org/10.1109/SSCI52147.2023.10371949https://dblp.org/rec/conf/ssci/KatagiriFKTS23URL#447808Mercedes Argüello CasteleiroNiamh JoyceNava MarotoMaria Jesus Fernandez PrietoTimothy FurmstonDiego Maseda-FernandezPhillip LordChris WroeJohn A. KeaneYing CheongRobert Stevens 0001Text-based phenotyping with Semantic Deep Learning: setting up experiments for women's health.SWAT4HCLS161-1622023Conference and Workshop Papersopenconf/swat4ls/CasteleiroJMPFM23https://ceur-ws.org/Vol-3415/paper-39.pdfhttps://dblp.org/rec/conf/swat4ls/CasteleiroJMPFM23URL#448885Michael DannerBakir HadzicRobert RadloffXueping SuLe Ping PengThomas WeberMatthias RätschOvercome Ethnic Discrimination with Unbiased Machine Learning for Facial Data Sets.VISIGRAPP464-4712023Conference and Workshop Papersclosedconf/visapp/DannerHRSPWR2310.5220/0011624900003417https://doi.org/10.5220/0011624900003417https://dblp.org/rec/conf/visapp/DannerHRSPWR23URL#452253Aishwarya AgarwalSrikrishna KaranamBalaji Vasan SrinivasanBiplab BanerjeeContrastive Learning of Semantic Concepts for Open-set Cross-domain Retrieval.WACV4104-41132023Conference and Workshop Papersclosedconf/wacv/AgarwalKSB2310.1109/WACV56688.2023.00410https://doi.org/10.1109/WACV56688.2023.00410https://dblp.org/rec/conf/wacv/AgarwalKSB23URL#454742Xiwen DengxiongYu KongAncestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning.WACV3992-40012023Conference and Workshop Papersclosedconf/wacv/DengxiongK2310.1109/WACV56688.2023.00399https://doi.org/10.1109/WACV56688.2023.00399https://dblp.org/rec/conf/wacv/DengxiongK23URL#454861Debabrata PalShirsha BoseBiplab BanerjeeYogananda V. JeppuMORGAN: Meta-Learning-based Few-Shot Open-Set Recognition via Generative Adversarial Network.WACV6284-62932023Conference and Workshop Papersclosedconf/wacv/PalBBJ2310.1109/WACV56688.2023.00623https://doi.org/10.1109/WACV56688.2023.00623https://dblp.org/rec/conf/wacv/PalBBJ23URL#455177Zhenyu Zhang 0006Bowen Yu 0002Tingwen LiuTianyun LiuYubin WangLi Guo 0001Learning Structural Co-occurrences for Structured Web Data Extraction in Low-Resource Settings.WWW1683-16922023Conference and Workshop Papersclosedconf/www/00060LLW02310.1145/3543507.3583387https://doi.org/10.1145/3543507.3583387https://dblp.org/rec/conf/www/00060LLW023URL#459317Krishnendu C. S.V. Sowmya 0001K. P. SomanDeep Learning-Based Open Set Domain Hyperspectral Image Classification Using Dimension-Reduced Spectral Features.Smart Computer Vision273-2932023Parts in Books or Collectionsclosedbooks/sp/23/SSS2310.1007/978-3-031-20541-5_13https://doi.org/10.1007/978-3-031-20541-5_13https://dblp.org/rec/books/sp/23/SSS23URL#460881Carina S. González-GonzálezBaltasar Fernández-ManjónFrederick W. B. LiFrancisco José García-PeñalvoFilippo SciarroneMarc SpaniolAlicia García-HolgadoManuel Area-MoreiraMatthias L. HemmjeTianyong HaoLearning Technologies and Systems - 21st International Conference on Web-Based Learning, ICWL 2022, and 7th International Symposium on Emerging Technologies for Education, SETE 2022, Tenerife, Spain, November 21-23, 2022, Revised Selected PapersICWLLecture Notes in Computer Science13869Springer2023Editorshipconf/icwl/202210.1007/978-3-031-33023-0https://doi.org/10.1007/978-3-031-33023-0https://dblp.org/rec/conf/icwl/2022URL#462745Yanwei FuXiaomei WangHanze DongYu-Gang JiangMeng WangXiangyang XueLeonid SigalVocabulary-informed Zero-shot and Open-set Learning.CoRRabs/2301.009982023Informal and Other Publicationsopenjournals/corr/abs-2301-0099810.48550/ARXIV.2301.00998https://doi.org/10.48550/arXiv.2301.00998https://dblp.org/rec/journals/corr/abs-2301-00998URL#465091Muralikrishnna G. SethuramanRomain LopezRahul MohanFaramarz FekriTommaso BiancalaniJan-Christian HütterNODAGS-Flow: Nonlinear Cyclic Causal Structure Learning.CoRRabs/2301.018492023Informal and Other Publicationsopenjournals/corr/abs-2301-0184910.48550/ARXIV.2301.01849https://doi.org/10.48550/arXiv.2301.01849https://dblp.org/rec/journals/corr/abs-2301-01849URL#465433Giacomo ZaraVictor Guilherme Turrisi da CostaSubhankar RoyPaolo RotaElisa Ricci 0001Simplifying Open-Set Video Domain Adaptation with Contrastive Learning.CoRRabs/2301.033222023Informal and Other Publicationsopenjournals/corr/abs-2301-0332210.48550/ARXIV.2301.03322https://doi.org/10.48550/arXiv.2301.03322https://dblp.org/rec/journals/corr/abs-2301-03322URL#465988Gias Uddin 0001Md. Abdullah Al AlaminAjoy DasAn Empirical Study of Deep Learning Sentiment Detection Tools for Software Engineering in Cross-Platform Settings.CoRRabs/2301.066612023Informal and Other Publicationsopenjournals/corr/abs-2301-0666110.48550/ARXIV.2301.06661https://doi.org/10.48550/arXiv.2301.06661https://dblp.org/rec/journals/corr/abs-2301-06661URL#467236Shangyu XieXin Yang 0017Yuanshun YaoTianyi LiuTaiqing WangJiankai SunLabel Inference Attack against Split Learning under Regression Setting.CoRRabs/2301.072842023Informal and Other Publicationsopenjournals/corr/abs-2301-0728410.48550/ARXIV.2301.07284https://doi.org/10.48550/arXiv.2301.07284https://dblp.org/rec/journals/corr/abs-2301-07284URL#467460Zhusheng WangSennur UlukusPrivate Federated Submodel Learning via Private Set Union.CoRRabs/2301.076862023Informal and Other Publicationsopenjournals/corr/abs-2301-0768610.48550/ARXIV.2301.07686https://doi.org/10.48550/arXiv.2301.07686https://dblp.org/rec/journals/corr/abs-2301-07686URL#467612Malik BoudiafEtienne BennequinMyriam TamiAntoine ToubhansPablo PiantanidaCéline HudelotIsmail Ben AyedOpen-Set Likelihood Maximization for Few-Shot Learning.CoRRabs/2301.083902023Informal and Other Publicationsopenjournals/corr/abs-2301-0839010.48550/ARXIV.2301.08390https://doi.org/10.48550/arXiv.2301.08390https://dblp.org/rec/journals/corr/abs-2301-08390URL#467856Murat KocaogluCharacterization and Learning of Causal Graphs with Small Conditioning Sets.CoRRabs/2301.090282023Informal and Other Publicationsopenjournals/corr/abs-2301-0902810.48550/ARXIV.2301.09028https://doi.org/10.48550/arXiv.2301.09028https://dblp.org/rec/journals/corr/abs-2301-09028URL#468119Phuong Huynh Van QuocJohannes FürnkranzFlorian BeckEfficient learning of large sets of locally optimal classification rules.CoRRabs/2301.099362023Informal and Other Publicationsopenjournals/corr/abs-2301-0993610.48550/ARXIV.2301.09936https://doi.org/10.48550/arXiv.2301.09936https://dblp.org/rec/journals/corr/abs-2301-09936URL#468462Erik WallinLennart SvenssonFredrik KahlLars HammarstrandImproving Open-Set Semi-Supervised Learning with Self-Supervision.CoRRabs/2301.101272023Informal and Other Publicationsopenjournals/corr/abs-2301-1012710.48550/ARXIV.2301.10127https://doi.org/10.48550/arXiv.2301.10127https://dblp.org/rec/journals/corr/abs-2301-10127URL#468548Tongzhi NiuBin LiKai LiYufeng LinYuwei LiWeifeng LiZhenrong WangLearning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection.CoRRabs/2301.104412023Informal and Other Publicationsopenjournals/corr/abs-2301-1044110.48550/ARXIV.2301.10441https://doi.org/10.48550/arXiv.2301.10441https://dblp.org/rec/journals/corr/abs-2301-10441URL#468675Carlos MoraJonathan Tammer Eweis-LabolleTyler JohnsonLikith GaddeRamin BostanabadProbabilistic Neural Data Fusion for Learning from an Arbitrary Number of Multi-fidelity Data Sets.CoRRabs/2301.132712023Informal and Other Publicationsopenjournals/corr/abs-2301-1327110.48550/ARXIV.2301.13271https://doi.org/10.48550/arXiv.2301.13271https://dblp.org/rec/journals/corr/abs-2301-13271URL#469989Sudhir Pratap YadavRajendra NagarSuril Vijaykumar ShahLearning Vision-based Robotic Manipulation Tasks Sequentially in Offline Reinforcement Learning Settings.CoRRabs/2301.134502023Informal and Other Publicationsopenjournals/corr/abs-2301-1345010.48550/ARXIV.2301.13450https://doi.org/10.48550/arXiv.2301.13450https://dblp.org/rec/journals/corr/abs-2301-13450URL#470101Shinsaku SakaueTaihei OkiRethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster L-/L♮-Convex Function Minimization.CoRRabs/2302.009282023Informal and Other Publicationsopenjournals/corr/abs-2302-0092810.48550/ARXIV.2302.00928https://doi.org/10.48550/arXiv.2302.00928https://dblp.org/rec/journals/corr/abs-2302-00928URL#470729Hui-Po WangDingfan ChenRaouf KerkoucheMario FritzFed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy.CoRRabs/2302.010682023Informal and Other Publicationsopenjournals/corr/abs-2302-0106810.48550/ARXIV.2302.01068https://doi.org/10.48550/arXiv.2302.01068https://dblp.org/rec/journals/corr/abs-2302-01068URL#470798Zixin YangRichard A. SimonCristian A. LinteA Disparity Refinement Framework for Learning-based Stereo Matching Methods in Cross-domain Setting for Laparoscopic Images.CoRRabs/2302.022942023Informal and Other Publicationsopenjournals/corr/abs-2302-0229410.48550/ARXIV.2302.02294https://doi.org/10.48550/arXiv.2302.02294https://dblp.org/rec/journals/corr/abs-2302-02294URL#471365Thomas StegmüllerChristian AbbetBehzad BozorgtabarHolly ClarkePatrick PetignatPierre VassilakosJean-Philippe ThiranSelf-Supervised Learning-Based Cervical Cytology Diagnostics in Low-Data Regime and Low-Resource Setting.CoRRabs/2302.051952023Informal and Other Publicationsopenjournals/corr/abs-2302-0519510.48550/ARXIV.2302.05195https://doi.org/10.48550/arXiv.2302.05195https://dblp.org/rec/journals/corr/abs-2302-05195URL#472661Grégoire MialonOn Inductive Biases for Machine Learning in Data Constrained Settings.CoRRabs/2302.106922023Informal and Other Publicationsopenjournals/corr/abs-2302-1069210.48550/ARXIV.2302.10692https://doi.org/10.48550/arXiv.2302.10692https://dblp.org/rec/journals/corr/abs-2302-10692URL#475198Christopher RichardsonSudipta KarAnjishnu KumarAnand Ramachandran 0001Omar Zia KhanZeynab RaeesyAbhinav SethyLearning to Retrieve Engaging Follow-Up Queries.CoRRabs/2302.109782023Informal and Other Publicationsopenjournals/corr/abs-2302-1097810.48550/ARXIV.2302.10978https://doi.org/10.48550/arXiv.2302.10978https://dblp.org/rec/journals/corr/abs-2302-10978URL#475343Ryan KortvelesySteven D. MoradAmanda ProrokPermutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning.CoRRabs/2302.128262023Informal and Other Publicationsopenjournals/corr/abs-2302-1282610.48550/ARXIV.2302.12826https://doi.org/10.48550/arXiv.2302.12826https://dblp.org/rec/journals/corr/abs-2302-12826URL#476171Ioannis ArapakisPanagiotis PapadopoulosKleomenis KatevasDiego PerinoP4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups.CoRRabs/2302.134382023Informal and Other Publicationsopenjournals/corr/abs-2302-1343810.48550/ARXIV.2302.13438https://doi.org/10.48550/arXiv.2302.13438https://dblp.org/rec/journals/corr/abs-2302-13438URL#476477Hamidreza ManeshtiMorteza DadashiKamyar RostamiIoT-Enabled Low-Cost Fog Computing System with Online Machine Learning for Accurate and Low-Latency Heart Monitoring in Rural Healthcare Settings.CoRRabs/2302.141312023Informal and Other Publicationsopenjournals/corr/abs-2302-1413110.48550/ARXIV.2302.14131https://doi.org/10.48550/arXiv.2302.14131https://dblp.org/rec/journals/corr/abs-2302-14131URL#476768Seth KartenSiva KailasHuao LiKatia P. SycaraOn the Role of Emergent Communication for Social Learning in Multi-Agent Reinforcement Learning.CoRRabs/2302.142762023Informal and Other Publicationsopenjournals/corr/abs-2302-1427610.48550/ARXIV.2302.14276https://doi.org/10.48550/arXiv.2302.14276https://dblp.org/rec/journals/corr/abs-2302-14276URL#476835Pratinav SethAkshat BhandariKumud LakaraAnalyzing Effects of Fake Training Data on the Performance of Deep Learning Systems.CoRRabs/2303.012682023Informal and Other Publicationsopenjournals/corr/abs-2303-0126810.48550/ARXIV.2303.01268https://doi.org/10.48550/arXiv.2303.01268https://dblp.org/rec/journals/corr/abs-2303-01268URL#477697Wenxin JiangNicholas SynovicMatt HyattTaylor R. SchorlemmerRohan SethiYung-Hsiang LuGeorge K. ThiruvathukalJames C. Davis 0001An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry.CoRRabs/2303.025522023Informal and Other Publicationsopenjournals/corr/abs-2303-0255210.48550/ARXIV.2303.02552https://doi.org/10.48550/arXiv.2303.02552https://dblp.org/rec/journals/corr/abs-2303-02552URL#478300Haoteng YinMuhan ZhangJianguo Wang 0001Pan Li 0005SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning.CoRRabs/2303.033792023Informal and Other Publicationsopenjournals/corr/abs-2303-0337910.48550/ARXIV.2303.03379https://doi.org/10.48550/arXiv.2303.03379https://dblp.org/rec/journals/corr/abs-2303-03379URL#478680Bochen XieYongjian DengZhanpeng ShaoHai Liu 0004Qingsong XuYoufu LiEvent Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams.CoRRabs/2303.038562023Informal and Other Publicationsopenjournals/corr/abs-2303-0385610.48550/ARXIV.2303.03856https://doi.org/10.48550/arXiv.2303.03856https://dblp.org/rec/journals/corr/abs-2303-03856URL#478888Maxence HussonnoisThommen George KarimpanalSantu RanaControlled Diversity with Preference : Towards Learning a Diverse Set of Desired Skills.CoRRabs/2303.045922023Informal and Other Publicationsopenjournals/corr/abs-2303-0459210.48550/ARXIV.2303.04592https://doi.org/10.48550/arXiv.2303.04592https://dblp.org/rec/journals/corr/abs-2303-04592URL#479226Dev SethRickard StureborgDanish PruthiBhuwan DhingraLearning the Legibility of Visual Text Perturbations.CoRRabs/2303.050772023Informal and Other Publicationsopenjournals/corr/abs-2303-0507710.48550/ARXIV.2303.05077https://doi.org/10.48550/arXiv.2303.05077https://dblp.org/rec/journals/corr/abs-2303-05077URL#479449Xinghong LiuYi Zhou 0007Tao Zhou 0002Jie QinShengcai LiaoSelf-Paced Learning for Open-Set Domain Adaptation.CoRRabs/2303.059332023Informal and Other Publicationsopenjournals/corr/abs-2303-0593310.48550/ARXIV.2303.05933https://doi.org/10.48550/arXiv.2303.05933https://dblp.org/rec/journals/corr/abs-2303-05933URL#479814Nikhil Cherian KurianS. VarshaAbhijit PatilShashikant KhadeAmit SethiRobust Semi-Supervised Learning for Histopathology Images through Self-Supervision Guided Out-of-Distribution Scoring.CoRRabs/2303.099302023Informal and Other Publicationsopenjournals/corr/abs-2303-0993010.48550/ARXIV.2303.09930https://doi.org/10.48550/arXiv.2303.09930https://dblp.org/rec/journals/corr/abs-2303-09930URL#481777Sungnyun KimSangmin BaeSe-Young YunCoreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning.CoRRabs/2303.111012023Informal and Other Publicationsopenjournals/corr/abs-2303-1110110.48550/ARXIV.2303.11101https://doi.org/10.48550/arXiv.2303.11101https://dblp.org/rec/journals/corr/abs-2303-11101URL#482357Emile Reyn EngelbrechtJohan A. du PreezLinking generative semi-supervised learning and generative open-set recognition.CoRRabs/2303.117022023Informal and Other Publicationsopenjournals/corr/abs-2303-1170210.48550/ARXIV.2303.11702https://doi.org/10.48550/arXiv.2303.11702https://dblp.org/rec/journals/corr/abs-2303-11702URL#482665Patrick Y. WuJoshua A. TuckerJonathan NaglerSolomon MessingLarge Language Models Can Be Used to Estimate the Ideologies of Politicians in a Zero-Shot Learning Setting.CoRRabs/2303.120572023Informal and Other Publicationsopenjournals/corr/abs-2303-1205710.48550/ARXIV.2303.12057https://doi.org/10.48550/arXiv.2303.12057https://dblp.org/rec/journals/corr/abs-2303-12057URL#482836Yang YuDanruo DengFurui LiuYueming JinQi Dou 0001Guangyong ChenPheng-Ann HengAdaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning.CoRRabs/2303.120912023Informal and Other Publicationsopenjournals/corr/abs-2303-1209110.48550/ARXIV.2303.12091https://doi.org/10.48550/arXiv.2303.12091https://dblp.org/rec/journals/corr/abs-2303-12091URL#482855Chen Zhao 0010Dawei DuAnthony HoogsChristopher FunkOpen Set Action Recognition via Multi-Label Evidential Learning.CoRRabs/2303.126982023Informal and Other Publicationsopenjournals/corr/abs-2303-1269810.48550/ARXIV.2303.12698https://doi.org/10.48550/arXiv.2303.12698https://dblp.org/rec/journals/corr/abs-2303-12698URL#483107Sihan ZengThinh T. Doan 0001Justin RombergConnected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems.CoRRabs/2303.129812023Informal and Other Publicationsopenjournals/corr/abs-2303-1298110.48550/ARXIV.2303.12981https://doi.org/10.48550/arXiv.2303.12981https://dblp.org/rec/journals/corr/abs-2303-12981URL#483263J. Dulangi KanchanaGayashan AmarasingheVishaka NanayakkaraAmal Shehan PereraA Set of Essentials for Online Learning : CSE-SET.CoRRabs/2303.146212023Informal and Other Publicationsopenjournals/corr/abs-2303-1462110.48550/ARXIV.2303.14621https://doi.org/10.48550/arXiv.2303.14621https://dblp.org/rec/journals/corr/abs-2303-14621URL#484096Seth SiriyaJingge ZhuDragan NesicYe PuStability Bounds for Learning-Based Adaptive Control of Discrete-Time Multi-Dimensional Stochastic Linear Systems with Input Constraints.CoRRabs/2304.005692023Informal and Other Publicationsopenjournals/corr/abs-2304-0056910.48550/ARXIV.2304.00569https://doi.org/10.48550/arXiv.2304.00569https://dblp.org/rec/journals/corr/abs-2304-00569URL#485980Shota HozumiKentaro KutsukakeKota MatsuiShunya KusakawaToru UjiharaIchiro TakeuchiAdaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation.CoRRabs/2304.014042023Informal and Other Publicationsopenjournals/corr/abs-2304-0140410.48550/ARXIV.2304.01404https://doi.org/10.48550/arXiv.2304.01404https://dblp.org/rec/journals/corr/abs-2304-01404URL#486364Alexandru RusescuBrooke LampeWeizhi Meng 0001Protecting User Privacy in Online Settings via Supervised Learning.CoRRabs/2304.028702023Informal and Other Publicationsopenjournals/corr/abs-2304-0287010.48550/ARXIV.2304.02870https://doi.org/10.48550/arXiv.2304.02870https://dblp.org/rec/journals/corr/abs-2304-02870URL#487027Meng WangTian LinLianyu WangAidi LinKe ZouXinxing XuYi Zhou 0024Yuanyuan PengQingquan MengYiming QianGuoyao DengZhiqun WuJunhong ChenJianhong LinMingzhi ZhangWeifang ZhuChangqing ZhangXinjian Chen 0001Daoqiang ZhangRick Siow Mong GohYong Liu 0026Chi Pui PangHaoyu Chen 0002Huazhu FuUncertainty-inspired Open Set Learning for Retinal Anomaly Identification.CoRRabs/2304.039812023Informal and Other Publicationsopenjournals/corr/abs-2304-0398110.48550/ARXIV.2304.03981https://doi.org/10.48550/arXiv.2304.03981https://dblp.org/rec/journals/corr/abs-2304-03981URL#487554Song BoXunyuan YinJinfeng Liu 0001Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability.CoRRabs/2304.055092023Informal and Other Publicationsopenjournals/corr/abs-2304-0550910.48550/ARXIV.2304.05509https://doi.org/10.48550/arXiv.2304.05509https://dblp.org/rec/journals/corr/abs-2304-05509URL#488340Philipp Dominic SiedlerLearning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics.CoRRabs/2304.058722023Informal and Other Publicationsopenjournals/corr/abs-2304-0587210.48550/ARXIV.2304.05872https://doi.org/10.48550/arXiv.2304.05872https://dblp.org/rec/journals/corr/abs-2304-05872URL#488504Zhipeng DengLuyang LuoHao ChenScale Federated Learning for Label Set Mismatch in Medical Image Classification.CoRRabs/2304.069312023Informal and Other Publicationsopenjournals/corr/abs-2304-0693110.48550/ARXIV.2304.06931https://doi.org/10.48550/arXiv.2304.06931https://dblp.org/rec/journals/corr/abs-2304-06931URL#488992Ruoqi ZhangPer MattssonTorbjörn WigrenRobust nonlinear set-point control with reinforcement learning.CoRRabs/2304.102772023Informal and Other Publicationsopenjournals/corr/abs-2304-1027710.48550/ARXIV.2304.10277https://doi.org/10.48550/arXiv.2304.10277https://dblp.org/rec/journals/corr/abs-2304-10277URL#490500Ruoqi ZhangPer MattssonTorbjörn WigrenAiding reinforcement learning for set point control.CoRRabs/2304.102892023Informal and Other Publicationsopenjournals/corr/abs-2304-1028910.48550/ARXIV.2304.10289https://doi.org/10.48550/arXiv.2304.10289https://dblp.org/rec/journals/corr/abs-2304-10289URL#490507Haoyu WangGuansong PangPeng Wang 0023Lei Zhang 0054Wei Wei 0008Yanning ZhangGlocal Energy-based Learning for Few-Shot Open-Set Recognition.CoRRabs/2304.118552023Informal and Other Publicationsopenjournals/corr/abs-2304-1185510.48550/ARXIV.2304.11855https://doi.org/10.48550/arXiv.2304.11855https://dblp.org/rec/journals/corr/abs-2304-11855URL#491301Ali TazarvSina LabbafAmir M. RahmaniNikil D. DuttMarco LevoratoActive Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings.CoRRabs/2305.001112023Informal and Other Publicationsopenjournals/corr/abs-2305-0011110.48550/ARXIV.2305.00111https://doi.org/10.48550/arXiv.2305.00111https://dblp.org/rec/journals/corr/abs-2305-00111URL#492855Wenhai WanXinrui WangMing-Kun XieShengjun HuangSongcan ChenShaoyuan LiUnlocking the Power of Open Set : A New Perspective for Open-set Noisy Label Learning.CoRRabs/2305.042032023Informal and Other Publicationsopenjournals/corr/abs-2305-0420310.48550/ARXIV.2305.04203https://doi.org/10.48550/arXiv.2305.04203https://dblp.org/rec/journals/corr/abs-2305-04203URL#494761Ukjo HwangSongnam HongOn Practical Robust Reinforcement Learning: Practical Uncertainty Set and Double-Agent Algorithm.CoRRabs/2305.066572023Informal and Other Publicationsopenjournals/corr/abs-2305-0665710.48550/ARXIV.2305.06657https://doi.org/10.48550/arXiv.2305.06657https://dblp.org/rec/journals/corr/abs-2305-06657URL#495962Nathan BeckSuraj KothawadePradeep ShenoyRishabh K. IyerSTREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings.CoRRabs/2305.106432023Informal and Other Publicationsopenjournals/corr/abs-2305-1064310.48550/ARXIV.2305.10643https://doi.org/10.48550/arXiv.2305.10643https://dblp.org/rec/journals/corr/abs-2305-10643URL#497866Haoze Wu 0001Christopher HahnFlorian LonsingMakai MannRaghuram RamanujanClark W. BarrettLightweight Online Learning for Sets of Related Problems in Automated Reasoning.CoRRabs/2305.110872023Informal and Other Publicationsopenjournals/corr/abs-2305-1108710.48550/ARXIV.2305.11087https://doi.org/10.48550/arXiv.2305.11087https://dblp.org/rec/journals/corr/abs-2305-11087URL#498129George SainsConor J. HoughtonSeth BullockSpatial community structure impedes language amalgamation in a population-based iterated learning model.CoRRabs/2305.119622023Informal and Other Publicationsopenjournals/corr/abs-2305-1196210.48550/ARXIV.2305.11962https://doi.org/10.48550/arXiv.2305.11962https://dblp.org/rec/journals/corr/abs-2305-11962URL#498597Adela Frances DePaviaOlga Medrano Martín del CampoErasmo TaniError-Tolerant Exact Query Learning of Finite Set Partitions with Same-Cluster Oracle.CoRRabs/2305.134022023Informal and Other Publicationsopenjournals/corr/abs-2305-1340210.48550/ARXIV.2305.13402https://doi.org/10.48550/arXiv.2305.13402https://dblp.org/rec/journals/corr/abs-2305-13402URL#499419Yuwen CaoTomoaki OhtsukiSetareh MaghsudiTony Q. S. QuekDeep Learning and Image Super-Resolution-Guided Beam and Power Allocation for mmWave Networks.CoRRabs/2305.139292023Informal and Other Publicationsopenjournals/corr/abs-2305-1392910.48550/ARXIV.2305.13929https://doi.org/10.48550/arXiv.2305.13929https://dblp.org/rec/journals/corr/abs-2305-13929URL#499736Josip JukicJan SnajderParameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings.CoRRabs/2305.145762023Informal and Other Publicationsopenjournals/corr/abs-2305-1457610.48550/ARXIV.2305.14576https://doi.org/10.48550/arXiv.2305.14576https://dblp.org/rec/journals/corr/abs-2305-14576URL#500104Maksim ZhdanovAndrey ZhdanovMachine learning-assisted close-set X-ray diffraction phase identification of transition metals.CoRRabs/2305.154102023Informal and Other Publicationsopenjournals/corr/abs-2305-1541010.48550/ARXIV.2305.15410https://doi.org/10.48550/arXiv.2305.15410https://dblp.org/rec/journals/corr/abs-2305-15410URL#500669Song BoBernard T. AgyemanXunyuan YinJinfeng Liu 0001Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness.CoRRabs/2305.156022023Informal and Other Publicationsopenjournals/corr/abs-2305-1560210.48550/ARXIV.2305.15602https://doi.org/10.48550/arXiv.2305.15602https://dblp.org/rec/journals/corr/abs-2305-15602URL#500747Tianshu ZhangChangchang LiuWei-Han LeeYu Su 0001Huan Sun 0001Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.CoRRabs/2305.172212023Informal and Other Publicationsopenjournals/corr/abs-2305-1722110.48550/ARXIV.2305.17221https://doi.org/10.48550/arXiv.2305.17221https://dblp.org/rec/journals/corr/abs-2305-17221URL#501661Xu-chang GuoHou-biao LiA rule-general abductive learning by rough sets.CoRRabs/2305.197182023Informal and Other Publicationsopenjournals/corr/abs-2305-1971810.48550/ARXIV.2305.19718https://doi.org/10.48550/arXiv.2305.19718https://dblp.org/rec/journals/corr/abs-2305-19718URL#503044Elizaveta SemenovaSwapnil MishraSamir BhattSeth R. FlaxmanH. Juliette T. UnwinDeep learning and MCMC with aggVAE for shifting administrative boundaries: mapping malaria prevalence in Kenya.CoRRabs/2305.197792023Informal and Other Publicationsopenjournals/corr/abs-2305-1977910.48550/ARXIV.2305.19779https://doi.org/10.48550/arXiv.2305.19779https://dblp.org/rec/journals/corr/abs-2305-19779URL#503082Manuele RusciTinne TuytelaarsFew-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems.CoRRabs/2306.021612023Informal and Other Publicationsopenjournals/corr/abs-2306-0216110.48550/ARXIV.2306.02161https://doi.org/10.48550/arXiv.2306.02161https://dblp.org/rec/journals/corr/abs-2306-02161URL#504396Abihith KothapalliMudassir ShabbirXenofon D. KoutsoukosLearning-Based Heuristic for Combinatorial Optimization of the Minimum Dominating Set Problem using Graph Convolutional Networks.CoRRabs/2306.034342023Informal and Other Publicationsopenjournals/corr/abs-2306-0343410.48550/ARXIV.2306.03434https://doi.org/10.48550/arXiv.2306.03434https://dblp.org/rec/journals/corr/abs-2306-03434URL#505063Shubham GuptaSahil ManchandaSayan RanuSrikanta BedathurGRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets.CoRRabs/2306.034472023Informal and Other Publicationsopenjournals/corr/abs-2306-0344710.48550/ARXIV.2306.03447https://doi.org/10.48550/arXiv.2306.03447https://dblp.org/rec/journals/corr/abs-2306-03447URL#505074Anubhab GhoshAntoine HonoréSaikat ChatterjeeDANSE: Data-driven Non-linear State Estimation of Model-free Process in Unsupervised Learning Setup.CoRRabs/2306.038972023Informal and Other Publicationsopenjournals/corr/abs-2306-0389710.48550/ARXIV.2306.03897https://doi.org/10.48550/arXiv.2306.03897https://dblp.org/rec/journals/corr/abs-2306-03897URL#505293Xianyu ChenJian ShenWei XiaJiarui JinYakun SongWeinan Zhang 0001Weiwen LiuMenghui ZhuRuiming TangKai DongDingyin XiaYong Yu 0001Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation.CoRRabs/2306.042342023Informal and Other Publicationsopenjournals/corr/abs-2306-0423410.48550/ARXIV.2306.04234https://doi.org/10.48550/arXiv.2306.04234https://dblp.org/rec/journals/corr/abs-2306-04234URL#505457Vinod RamanUnique SubediAmbuj TewariOnline Learning with Set-Valued Feedback.CoRRabs/2306.062472023Informal and Other Publicationsopenjournals/corr/abs-2306-0624710.48550/ARXIV.2306.06247https://doi.org/10.48550/arXiv.2306.06247https://dblp.org/rec/journals/corr/abs-2306-06247URL#506507Arian PrabowoKaixuan Chen 0001Hao Xue 0001Subbu SethuvenkatramanFlora D. SalimContinually learning out-of-distribution spatiotemporal data for robust energy forecasting.CoRRabs/2306.063852023Informal and Other Publicationsopenjournals/corr/abs-2306-0638510.48550/ARXIV.2306.06385https://doi.org/10.48550/arXiv.2306.06385https://dblp.org/rec/journals/corr/abs-2306-06385URL#506581Disha MakhijaJoydeep GhoshNhat HoPrivacy Preserving Bayesian Federated Learning in Heterogeneous Settings.CoRRabs/2306.079592023Informal and Other Publicationsopenjournals/corr/abs-2306-0795910.48550/ARXIV.2306.07959https://doi.org/10.48550/arXiv.2306.07959https://dblp.org/rec/journals/corr/abs-2306-07959URL#507355Maria HeitmeierYu-Ying ChuangSeth D. AxenR. Harald BaayenFrequency effects in Linear Discriminative Learning.CoRRabs/2306.110442023Informal and Other Publicationsopenjournals/corr/abs-2306-1104410.48550/ARXIV.2306.11044https://doi.org/10.48550/arXiv.2306.11044https://dblp.org/rec/journals/corr/abs-2306-11044URL#508886Ali BehrouzFarnoosh HashemiSadaf SadeghianMargo I. SeltzerCAT-Walk: Inductive Hypergraph Learning via Set Walks.CoRRabs/2306.111472023Informal and Other Publicationsopenjournals/corr/abs-2306-1114710.48550/ARXIV.2306.11147https://doi.org/10.48550/arXiv.2306.11147https://dblp.org/rec/journals/corr/abs-2306-11147URL#508924Leanne NortjeDan OneataHerman KamperVisually grounded few-shot word learning in low-resource settings.CoRRabs/2306.113712023Informal and Other Publicationsopenjournals/corr/abs-2306-1137110.48550/ARXIV.2306.11371https://doi.org/10.48550/arXiv.2306.11371https://dblp.org/rec/journals/corr/abs-2306-11371URL#509032Weidong WangHongshu LiaoLu Gan 0003Open-Set RF Fingerprinting via Improved Prototype Learning.CoRRabs/2306.138952023Informal and Other Publicationsopenjournals/corr/abs-2306-1389510.48550/ARXIV.2306.13895https://doi.org/10.48550/arXiv.2306.13895https://dblp.org/rec/journals/corr/abs-2306-13895URL#510123Qiang HeTianyi Zhou 0001Meng FangSetareh MaghsudiEigensubspace of Temporal-Difference Dynamics and How It Improves Value Approximation in Reinforcement Learning.CoRRabs/2306.167502023Informal and Other Publicationsopenjournals/corr/abs-2306-1675010.48550/ARXIV.2306.16750https://doi.org/10.48550/arXiv.2306.16750https://dblp.org/rec/journals/corr/abs-2306-16750URL#511403Ganlong ZhaoGuanbin LiYipeng QinJinjin ZhangZhenhua ChaiXiaolin WeiLiang LinYizhou YuExploration and Exploitation of Unlabeled Data for Open-Set Semi-Supervised Learning.CoRRabs/2306.176992023Informal and Other Publicationsopenjournals/corr/abs-2306-1769910.48550/ARXIV.2306.17699https://doi.org/10.48550/arXiv.2306.17699https://dblp.org/rec/journals/corr/abs-2306-17699URL#511800Shuo He 0001Lei Feng 0006Guowu YangPartial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples.CoRRabs/2307.005532023Informal and Other Publicationsopenjournals/corr/abs-2307-0055310.48550/ARXIV.2307.00553https://doi.org/10.48550/arXiv.2307.00553https://dblp.org/rec/journals/corr/abs-2307-00553URL#512127Lukas MuttenthalerRobert A. VandermeulenQiuyi ZhangThomas UnterthinerKlaus-Robert MüllerSet Learning for Accurate and Calibrated Models.CoRRabs/2307.022452023Informal and Other Publicationsopenjournals/corr/abs-2307-0224510.48550/ARXIV.2307.02245https://doi.org/10.48550/arXiv.2307.02245https://dblp.org/rec/journals/corr/abs-2307-02245URL#512868Mingyuan LiuLu XuJicong ZhangLearning Large Margin Sparse Embeddings for Open Set Medical Diagnosis.CoRRabs/2307.045412023Informal and Other Publicationsopenjournals/corr/abs-2307-0454110.48550/ARXIV.2307.04541https://doi.org/10.48550/arXiv.2307.04541https://dblp.org/rec/journals/corr/abs-2307-04541URL#513880Linhao QuYingfan MaZhiwei YangManning WangZhijian SongOpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification.CoRRabs/2307.052542023Informal and Other Publicationsopenjournals/corr/abs-2307-0525410.48550/ARXIV.2307.05254https://doi.org/10.48550/arXiv.2307.05254https://dblp.org/rec/journals/corr/abs-2307-05254URL#514153Shireen Kudukkil ManchingalMuhammad MubasharKaizheng WangKeivan ShariatmadarFabio CuzzolinRandom-Set Convolutional Neural Network (RS-CNN) for Epistemic Deep Learning.CoRRabs/2307.057722023Informal and Other Publicationsopenjournals/corr/abs-2307-0577210.48550/ARXIV.2307.05772https://doi.org/10.48550/arXiv.2307.05772https://dblp.org/rec/journals/corr/abs-2307-05772URL#514378Joonyoung KimKangwook Lee 0004Haebin ShinHurnjoo LeeSechun KangByunguk ChoiDong ShinJoohyung LeeIntuitive Access to Smartphone Settings Using Relevance Model Trained by Contrastive Learning.CoRRabs/2307.091772023Informal and Other Publicationsopenjournals/corr/abs-2307-0917710.48550/ARXIV.2307.09177https://doi.org/10.48550/arXiv.2307.09177https://dblp.org/rec/journals/corr/abs-2307-09177URL#515999Sangdon ParkTaesoo KimPAC Neural Prediction Set Learning to Quantify the Uncertainty of Generative Language Models.CoRRabs/2307.092542023Informal and Other Publicationsopenjournals/corr/abs-2307-0925410.48550/ARXIV.2307.09254https://doi.org/10.48550/arXiv.2307.09254https://dblp.org/rec/journals/corr/abs-2307-09254URL#516032Saeed GhoorchianEvgenii KortukovSetareh MaghsudiOnline Learning with Costly Features in Non-stationary Environments.CoRRabs/2307.093882023Informal and Other Publicationsopenjournals/corr/abs-2307-0938810.48550/ARXIV.2307.09388https://doi.org/10.48550/arXiv.2307.09388https://dblp.org/rec/journals/corr/abs-2307-09388URL#516098Paolo ClimacoJochen GarckeInvestigating minimizing the training set fill distance in machine learning regression.CoRRabs/2307.109882023Informal and Other Publicationsopenjournals/corr/abs-2307-1098810.48550/ARXIV.2307.10988https://doi.org/10.48550/arXiv.2307.10988https://dblp.org/rec/journals/corr/abs-2307-10988URL#516855Fengxue ZhangJialin SongJames C. BowdenAlexander LaddYisong YueThomas A. DesautelsYuxin Chen 0001Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation.CoRRabs/2307.133712023Informal and Other Publicationsopenjournals/corr/abs-2307-1337110.48550/ARXIV.2307.13371https://doi.org/10.48550/arXiv.2307.13371https://dblp.org/rec/journals/corr/abs-2307-13371URL#517894Zihan ZhangYuxin Chen 0002Jason D. LeeSimon S. 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BriandRamesh S 0002SMARLA: A Safety Monitoring Approach for Deep Reinforcement Learning Agents.CoRRabs/2308.025942023Informal and Other Publicationsopenjournals/corr/abs-2308-0259410.48550/ARXIV.2308.02594https://doi.org/10.48550/arXiv.2308.02594https://dblp.org/rec/journals/corr/abs-2308-02594URL#520569Jiarui JinXianyu ChenWeinan Zhang 0001Mengyue YangYang Wang 0019Yali Du 0001Yong Yu 0001Jun Wang 0012Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank.CoRRabs/2308.028602023Informal and Other Publicationsopenjournals/corr/abs-2308-0286010.48550/ARXIV.2308.02860https://doi.org/10.48550/arXiv.2308.02860https://dblp.org/rec/journals/corr/abs-2308-02860URL#520703Renato Lui GehJonas GonçalvesIgor Cataneo SilveiraDenis Deratani MauáFábio Gagliardi CozmandPASP: A Comprehensive Differentiable Probabilistic Answer Set Programming Environment For Neurosymbolic Learning and Reasoning.CoRRabs/2308.029442023Informal and Other 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ZhengDefending Label Inference Attacks in Split Learning under Regression Setting.CoRRabs/2308.094482023Informal and Other Publicationsopenjournals/corr/abs-2308-0944810.48550/ARXIV.2308.09448https://doi.org/10.48550/arXiv.2308.09448https://dblp.org/rec/journals/corr/abs-2308-09448URL#523861Miguel SarabiaElena MenyaylenkoAlessandro TosoSkyler SetoZakaria AldenehShadi PirhosseinlooLuca ZappellaBarry-John TheobaldNicholas ApostoloffJonathan SheafferSpatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning.CoRRabs/2308.095142023Informal and Other Publicationsopenjournals/corr/abs-2308-0951410.48550/ARXIV.2308.09514https://doi.org/10.48550/arXiv.2308.09514https://dblp.org/rec/journals/corr/abs-2308-09514URL#523894Junsheng ZhouBaorui MaShujuan LiYu-Shen LiuZhizhong HanLearning a More Continuous Zero Level Set in Unsigned Distance Fields through Level Set Projection.CoRRabs/2308.114412023Informal and Other 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Publicationsopenjournals/corr/abs-2308-1433810.48550/ARXIV.2308.14338https://doi.org/10.48550/arXiv.2308.14338https://dblp.org/rec/journals/corr/abs-2308-14338URL#526288Pierre NodetVincent Lemaire 0001Alexis BonduAntoine CornuéjolsBiquality Learning: a Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts.CoRRabs/2308.151322023Informal and Other Publicationsopenjournals/corr/abs-2308-1513210.48550/ARXIV.2308.15132https://doi.org/10.48550/arXiv.2308.15132https://dblp.org/rec/journals/corr/abs-2308-15132URL#526663Rishit AgrawalKelvin JouTanush ObiliDaksh ParikhSamarth PrajapatiYash SethCharan SridharNathan ZhangMark Stamp 0001On the Steganographic Capacity of Selected Learning Models.CoRRabs/2308.155022023Informal and Other Publicationsopenjournals/corr/abs-2308-1550210.48550/ARXIV.2308.15502https://doi.org/10.48550/arXiv.2308.15502https://dblp.org/rec/journals/corr/abs-2308-15502URL#526844Xuwei TanYijie HuangYaqian LiPrototype Fission: Closing Set for Robust 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MaghsudiLearning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments.CoRRabs/2309.036512023Informal and Other Publicationsopenjournals/corr/abs-2309-0365110.48550/ARXIV.2309.03651https://doi.org/10.48550/arXiv.2309.03651https://dblp.org/rec/journals/corr/abs-2309-03651URL#529074Arian PrabowoKaixuan Chen 0001Hao Xue 0001Subbu SethuvenkatramanFlora D. 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AoyamaJoão Moura 0003Namiko SaitoSethu VijayakumarFew-Shot Learning of Force-Based Motions From Demonstration Through Pre-training of Haptic Representation.CoRRabs/2309.046402023Informal and Other Publicationsopenjournals/corr/abs-2309-0464010.48550/ARXIV.2309.04640https://doi.org/10.48550/arXiv.2309.04640https://dblp.org/rec/journals/corr/abs-2309-04640URL#529484Amy K. StrongEthan J. LoCiceroLeila Jasmine BridgemanDissipative Imitation Learning for Discrete Dynamic Output Feedback Control with Sparse Data Sets.CoRRabs/2309.066582023Informal and Other Publicationsopenjournals/corr/abs-2309-0665810.48550/ARXIV.2309.06658https://doi.org/10.48550/arXiv.2309.06658https://dblp.org/rec/journals/corr/abs-2309-06658URL#530388Mehdi ZademSergio MoverSao Mai NguyenGoal Space Abstraction in Hierarchical Reinforcement Learning via Set-Based Reachability Analysis.CoRRabs/2309.076752023Informal and Other Publicationsopenjournals/corr/abs-2309-0767510.48550/ARXIV.2309.07675https://doi.org/10.48550/arXiv.2309.07675https://dblp.org/rec/journals/corr/abs-2309-07675URL#530853Haoming GuoSeth Z. ZhaoJiachen LianGopala AnumanchipalliGerald FriedlandEnhancing GAN-Based Vocoders with Contrastive Learning Under Data-limited Condition.CoRRabs/2309.090882023Informal and Other Publicationsopenjournals/corr/abs-2309-0908810.48550/ARXIV.2309.09088https://doi.org/10.48550/arXiv.2309.09088https://dblp.org/rec/journals/corr/abs-2309-09088URL#531582Johor Jara GonzalezSeth CooperMatthew GuzdialMechanic Maker 2.0: Reinforcement Learning for Evaluating Generated Rules.CoRRabs/2309.094762023Informal and Other Publicationsopenjournals/corr/abs-2309-0947610.48550/ARXIV.2309.09476https://doi.org/10.48550/arXiv.2309.09476https://dblp.org/rec/journals/corr/abs-2309-09476URL#531781Debabrata PalDeeptej MoreSai BhargavDipesh TamboliVaneet AggarwalBiplab BanerjeeDomain Adaptive Few-Shot Open-Set Learning.CoRRabs/2309.128142023Informal and Other Publicationsopenjournals/corr/abs-2309-1281410.48550/ARXIV.2309.12814https://doi.org/10.48550/arXiv.2309.12814https://dblp.org/rec/journals/corr/abs-2309-12814URL#533445Boris RadovicVeljko PejovicREPA: Client Clustering without Training and Data Labels for Improved Federated Learning in Non-IID Settings.CoRRabs/2309.140882023Informal and Other Publicationsopenjournals/corr/abs-2309-1408810.48550/ARXIV.2309.14088https://doi.org/10.48550/arXiv.2309.14088https://dblp.org/rec/journals/corr/abs-2309-14088URL#534073Yingying LiJing Yu 0010Lauren CongerAdam WiermanLearning the Uncertainty Sets for Control Dynamics via Set Membership: A Non-Asymptotic Analysis.CoRRabs/2309.146482023Informal and Other Publicationsopenjournals/corr/abs-2309-1464810.48550/ARXIV.2309.14648https://doi.org/10.48550/arXiv.2309.14648https://dblp.org/rec/journals/corr/abs-2309-14648URL#534356Parag DuttaKawin MayilvaghananPratyaksha SinhaAmbedkar DukkipatiDeep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain.CoRRabs/2309.170092023Informal and Other Publicationsopenjournals/corr/abs-2309-1700910.48550/ARXIV.2309.17009https://doi.org/10.48550/arXiv.2309.17009https://dblp.org/rec/journals/corr/abs-2309-17009URL#535456Ravi Kant GuptaShounak DasAmit SethiDomain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination.CoRRabs/2309.171722023Informal and Other Publicationsopenjournals/corr/abs-2309-1717210.48550/ARXIV.2309.17172https://doi.org/10.48550/arXiv.2309.17172https://dblp.org/rec/journals/corr/abs-2309-17172URL#535542Anay MajeeSuraj KothawadeKrishnateja KillamsettyRishabh K. IyerSCoRe: Submodular Combinatorial Representation Learning for Real-World Class-Imbalanced Settings.CoRRabs/2310.001652023Informal and Other Publicationsopenjournals/corr/abs-2310-0016510.48550/ARXIV.2310.00165https://doi.org/10.48550/arXiv.2310.00165https://dblp.org/rec/journals/corr/abs-2310-00165URL#535762Mikhail KhodakEdmond ChowMaria-Florina BalcanAmeet TalwalkarLearning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances.CoRRabs/2310.022462023Informal and Other Publicationsopenjournals/corr/abs-2310-0224610.48550/ARXIV.2310.02246https://doi.org/10.48550/arXiv.2310.02246https://dblp.org/rec/journals/corr/abs-2310-02246URL#536880Jiawen XuClaas GrohnfeldtOdej KaoOpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning.CoRRabs/2310.038482023Informal and Other Publicationsopenjournals/corr/abs-2310-0384810.48550/ARXIV.2310.03848https://doi.org/10.48550/arXiv.2310.03848https://dblp.org/rec/journals/corr/abs-2310-03848URL#537668Linfeng LiangYao DengKye MortonValtteri KallinenAlice JamesAvishkar SethEndrowednes KuantamaSubhas MukhopadhyayRichard Han 0001Xi Zheng 0001RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing Violations.CoRRabs/2310.073782023Informal and Other Publicationsopenjournals/corr/abs-2310-0737810.48550/ARXIV.2310.07378https://doi.org/10.48550/arXiv.2310.07378https://dblp.org/rec/journals/corr/abs-2310-07378URL#539513Antoni DimitriadisSiqi PanVidhyasaharan SethuBeena AhmedSpatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio.CoRRabs/2310.109222023Informal and Other Publicationsopenjournals/corr/abs-2310-1092210.48550/ARXIV.2310.10922https://doi.org/10.48550/arXiv.2310.10922https://dblp.org/rec/journals/corr/abs-2310-10922URL#541283Emmanuel KluSameer SethiDJ PasseyDonald Martin Jr.SDGym: Low-Code Reinforcement Learning Environments using System Dynamics Models.CoRRabs/2310.124942023Informal and Other Publicationsopenjournals/corr/abs-2310-1249410.48550/ARXIV.2310.12494https://doi.org/10.48550/arXiv.2310.12494https://dblp.org/rec/journals/corr/abs-2310-12494URL#542023Shreyasi PathakJörg SchlöttererJeroen GeerdinkOnno Dirk VijlbriefMaurice van KeulenChristin SeifertWeakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings.CoRRabs/2310.126772023Informal and Other Publicationsopenjournals/corr/abs-2310-1267710.48550/ARXIV.2310.12677https://doi.org/10.48550/arXiv.2310.12677https://dblp.org/rec/journals/corr/abs-2310-12677URL#542106Jiawen ZhuChoubo DingYu Tian 0001Guansong PangAnomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection.CoRRabs/2310.127902023Informal and Other Publicationsopenjournals/corr/abs-2310-1279010.48550/ARXIV.2310.12790https://doi.org/10.48550/arXiv.2310.12790https://dblp.org/rec/journals/corr/abs-2310-12790URL#542160Roman HornungMalte NalenzLennart SchneiderAndreas Bender 0001Ludwig BothmannBernd BischlThomas AugustinAnne-Laure BoulesteixEvaluating machine learning models in non-standard settings: An overview and new findings.CoRRabs/2310.151082023Informal and Other Publicationsopenjournals/corr/abs-2310-1510810.48550/ARXIV.2310.15108https://doi.org/10.48550/arXiv.2310.15108https://dblp.org/rec/journals/corr/abs-2310-15108URL#543382Kimberly MorelandMaher DayehHazel M. BainSubhamoy ChatterjeeAndrés Muñoz-JaramilloSamuel HartMEMPSEP III. 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HermanMeasuring the Impact of Distractors on Student Learning Gains while Using Proof Blocks.CoRRabs/2311.007922023Informal and Other Publicationsopenjournals/corr/abs-2311-0079210.48550/ARXIV.2311.00792https://doi.org/10.48550/arXiv.2311.00792https://dblp.org/rec/journals/corr/abs-2311-00792URL#546424Florian TambonFoutse KhomhGiuliano AntoniolGIST: Generated Inputs Sets Transferability in Deep Learning.CoRRabs/2311.008012023Informal and Other Publicationsopenjournals/corr/abs-2311-0080110.48550/ARXIV.2311.00801https://doi.org/10.48550/arXiv.2311.00801https://dblp.org/rec/journals/corr/abs-2311-00801URL#546429Wonho BaeJing WangDanica J. SutherlandExploring Active Learning in Meta-Learning: Enhancing Context Set Labeling.CoRRabs/2311.028792023Informal and Other Publicationsopenjournals/corr/abs-2311-0287910.48550/ARXIV.2311.02879https://doi.org/10.48550/arXiv.2311.02879https://dblp.org/rec/journals/corr/abs-2311-02879URL#547450Zeyang LiChuxiong HuWeiye ZhaoChangliu LiuLearning Predictive Safety Filter via Decomposition of Robust Invariant Set.CoRRabs/2311.067692023Informal and Other Publicationsopenjournals/corr/abs-2311-0676910.48550/ARXIV.2311.06769https://doi.org/10.48550/arXiv.2311.06769https://dblp.org/rec/journals/corr/abs-2311-06769URL#549241Romain ThoreauLaurent RisserVéronique AchardBéatrice BerthelotXavier BriottetToulouse Hyperspectral Data Set: a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques.CoRRabs/2311.088632023Informal and Other Publicationsopenjournals/corr/abs-2311-0886310.48550/ARXIV.2311.08863https://doi.org/10.48550/arXiv.2311.08863https://dblp.org/rec/journals/corr/abs-2311-08863URL#550259Yue FanAnna KuklevaDengxin DaiBernt SchieleSSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning.CoRRabs/2311.105722023Informal and Other Publicationsopenjournals/corr/abs-2311-1057210.48550/ARXIV.2311.10572https://doi.org/10.48550/arXiv.2311.10572https://dblp.org/rec/journals/corr/abs-2311-10572URL#551083Bufang YangLixing HeNeiwen LingZhenyu Yan 0002Guoliang XingXian ShuaiXiaozhe RenXin Jiang 0002EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge.CoRRabs/2311.109862023Informal and Other Publicationsopenjournals/corr/abs-2311-1098610.48550/ARXIV.2311.10986https://doi.org/10.48550/arXiv.2311.10986https://dblp.org/rec/journals/corr/abs-2311-10986URL#551308Seth NabarroMark van der WilkAndrew J. DavisonLearning in Deep Factor Graphs with Gaussian Belief Propagation.CoRRabs/2311.146492023Informal and Other Publicationsopenjournals/corr/abs-2311-1464910.48550/ARXIV.2311.14649https://doi.org/10.48550/arXiv.2311.14649https://dblp.org/rec/journals/corr/abs-2311-14649URL#553038Maximilian RuthDavid BindelLevel Set Learning for Poincaré Plots of Symplectic Maps.CoRRabs/2312.009672023Informal and Other Publicationsopenjournals/corr/abs-2312-0096710.48550/ARXIV.2312.00967https://doi.org/10.48550/arXiv.2312.00967https://dblp.org/rec/journals/corr/abs-2312-00967URL#555543Chen Liu 0026Can HanChengfeng ZhouCrystal CaiSuncheng XiangHualiang NiDahong QianTowards Open-set Gesture Recognition via Feature Activation Enhancement and Orthogonal Prototype Learning.CoRRabs/2312.025352023Informal and Other Publicationsopenjournals/corr/abs-2312-0253510.48550/ARXIV.2312.02535https://doi.org/10.48550/arXiv.2312.02535https://dblp.org/rec/journals/corr/abs-2312-02535URL#556316Atharva KulkarniLucio M. DeryAmrith SetlurAditi RaghunathanAmeet TalwalkarGraham NeubigMultitask Learning Can Improve Worst-Group Outcomes.CoRRabs/2312.031512023Informal and Other Publicationsopenjournals/corr/abs-2312-0315110.48550/ARXIV.2312.03151https://doi.org/10.48550/arXiv.2312.03151https://dblp.org/rec/journals/corr/abs-2312-03151URL#556611Heng HuangXin Jin 0015Yaqi LiuHao LouChaoen XiaoShuai CuiXinning LiDongqing ZouPredicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels.CoRRabs/2312.032222023Informal and Other Publicationsopenjournals/corr/abs-2312-0322210.48550/ARXIV.2312.03222https://doi.org/10.48550/arXiv.2312.03222https://dblp.org/rec/journals/corr/abs-2312-03222URL#556639Saurabh GargAmrith SetlurZachary Chase LiptonSivaraman BalakrishnanVirginia SmithAditi RaghunathanComplementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift.CoRRabs/2312.033182023Informal and Other Publicationsopenjournals/corr/abs-2312-0331810.48550/ARXIV.2312.03318https://doi.org/10.48550/arXiv.2312.03318https://dblp.org/rec/journals/corr/abs-2312-03318URL#556687Abhishek SettyRasul AbdusalamovMikhail ItskovPhysics-Informed Quantum Machine Learning for Solving Partial Differential Equations.CoRRabs/2312.092152023Informal and Other Publicationsopenjournals/corr/abs-2312-0921510.48550/ARXIV.2312.09215https://doi.org/10.48550/arXiv.2312.09215https://dblp.org/rec/journals/corr/abs-2312-09215URL#559587Deen Dayal MohanBhavin JawadeSrirangaraj SetlurVenu GovindarajuDeep Metric Learning for Computer Vision: A Brief Overview.CoRRabs/2312.100462023Informal and Other Publicationsopenjournals/corr/abs-2312-1004610.48550/ARXIV.2312.10046https://doi.org/10.48550/arXiv.2312.10046https://dblp.org/rec/journals/corr/abs-2312-10046URL#560005Joaquin GajardoMichele VolpiDaniel OnwudeThijs DefraeyeCountry-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of Nigeria.CoRRabs/2312.108722023Informal and Other Publicationsopenjournals/corr/abs-2312-1087210.48550/ARXIV.2312.10872https://doi.org/10.48550/arXiv.2312.10872https://dblp.org/rec/journals/corr/abs-2312-10872URL#560450Ashish SethSreyan GhoshSrinivasan UmeshDinesh ManochaFusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning.CoRRabs/2312.130262023Informal and Other Publicationsopenjournals/corr/abs-2312-1302610.48550/ARXIV.2312.13026https://doi.org/10.48550/arXiv.2312.13026https://dblp.org/rec/journals/corr/abs-2312-13026URL#561476Bardia Safaei 0002Vibashan VSCelso M. de MeloVishal M. Patel 0001Entropic Open-set Active Learning.CoRRabs/2312.141262023Informal and Other Publicationsopenjournals/corr/abs-2312-1412610.48550/ARXIV.2312.14126https://doi.org/10.48550/arXiv.2312.14126https://dblp.org/rec/journals/corr/abs-2312-14126URL#561906Miguel AbreuLuís Paulo ReisNuno LauDesigning a Skilled Soccer Team for RoboCup: Exploring Skill-Set-Primitives through Reinforcement Learning.CoRRabs/2312.143602023Informal and Other Publicationsopenjournals/corr/abs-2312-1436010.48550/ARXIV.2312.14360https://doi.org/10.48550/arXiv.2312.14360https://dblp.org/rec/journals/corr/abs-2312-14360URL#562014Pratiksha ThakerAmrith SetlurZhiwei Steven WuVirginia SmithLeveraging Public Representations for Private Transfer Learning.CoRRabs/2312.155512023Informal and Other Publicationsopenjournals/corr/abs-2312-1555110.48550/ARXIV.2312.15551https://doi.org/10.48550/arXiv.2312.15551https://dblp.org/rec/journals/corr/abs-2312-15551URL#562588Hengrui ZhangJie ChenJames M. RondinelliWei Chen 0041MolSets: Molecular Graph Deep Sets Learning for Mixture Property Modeling.CoRRabs/2312.164732023Informal and Other Publicationsopenjournals/corr/abs-2312-1647310.48550/ARXIV.2312.16473https://doi.org/10.48550/arXiv.2312.16473https://dblp.org/rec/journals/corr/abs-2312-16473URL#563014Moritz PieningFabian AltekrügerJohannes HertrichPaul HagemannAndrea WaltherGabriele SteidlLearning from small data sets: Patch-based regularizers in inverse problems for image reconstruction.CoRRabs/2312.166112023Informal and Other Publicationsopenjournals/corr/abs-2312-1661110.48550/ARXIV.2312.16611https://doi.org/10.48550/arXiv.2312.16611https://dblp.org/rec/journals/corr/abs-2312-16611URL#563087Zexiang LiuNecmiye OzayEduardo D. SontagProperties of Immersions for Systems with Multiple Limit Sets with Implications to Learning Koopman Embeddings.CoRRabs/2312.170452023Informal and Other Publicationsopenjournals/corr/abs-2312-1704510.48550/ARXIV.2312.17045https://doi.org/10.48550/arXiv.2312.17045https://dblp.org/rec/journals/corr/abs-2312-17045URL#563281Houssam HalmaouiAlgorithmes de vision par ordinateur et d'apprentissage profond appliqués aux effets visuels et à la réalité augmentée. (Computer vision and deep learning algorithms applied to visual effects and augmented reality).2022Books and Thesesclosedbooks/hal/Halmaoui22https://tel.archives-ouvertes.fr/tel-04125882https://dblp.org/rec/books/hal/Halmaoui22URL#566750Ziyue ZhangPerson ReID in Different Environment Settings Using Deep Learning Methods2022Books and Thesesclosedphd/au/Zhang22https://hdl.handle.net/10453/162278https://dblp.org/rec/phd/au/Zhang22URL#567115Filippo AntonazzoUnsupervised learning of huge data sets with limited computed resources. 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WellsAjay KohliLouis VazquezAllan HummerMatthew D. DiFrancoRichard LjuharYin XiAvneesh ChhabraDeep Learning-Generated Radiographic Hip Dysplasia Parameters: Relationship to Postoperative Patient-Reported Outcome Measures.Adv. Artif. Intell. Mach. Learn.24540-5562022Journal Articlesopenjournals/aaiml/ReineAAWKVHDLXC2210.54364/AAIML.2022.1137https://doi.org/10.54364/aaiml.2022.1137https://dblp.org/rec/journals/aaiml/ReineAAWKVHDLXC22URL#572274Alexander A. ZuenkoA Machine Learning Method to Reveal Closed Sets of Common Features of Objects Using Constraint Programming.Autom. Remote. 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PazzaniAlbert HsiaoDeep Learning Radiographic Assessment of Pulmonary Edema: Optimizing Clinical Performance, Training With Serum Biomarkers.IEEE Access1048577-485882022Journal Articlesopenjournals/access/HuynhMNMKYJHHPH2210.1109/ACCESS.2022.3172706https://doi.org/10.1109/ACCESS.2022.3172706https://dblp.org/rec/journals/access/HuynhMNMKYJHHPH22URL#575794Nayeon LeeSeokhie HongHeeseok KimSingle-Trace Attack Using One-Shot Learning With Siamese Network in Non-Profiled Setting.IEEE Access1060778-607892022Journal Articlesopenjournals/access/LeeHK2210.1109/ACCESS.2022.3180742https://doi.org/10.1109/ACCESS.2022.3180742https://dblp.org/rec/journals/access/LeeHK22URL#577017Minjung LeeSeoung Bum KimSensor-Based Open-Set Human Activity Recognition Using Representation Learning With Mixup Triplets.IEEE Access10119333-1193442022Journal Articlesopenjournals/access/LeeK22f10.1109/ACCESS.2022.3221425https://doi.org/10.1109/ACCESS.2022.3221425https://dblp.org/rec/journals/access/LeeK22fURL#577045ManishaChang-Tsun LiKarunakar A. 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LovellFew-Shot Class-Incremental Learning from an Open-Set Perspective.ECCV382-3972022Conference and Workshop Papersclosedconf/eccv/PengZWLL2210.1007/978-3-031-19806-9_22https://doi.org/10.1007/978-3-031-19806-9_22https://dblp.org/rec/conf/eccv/PengZWLL22URL#825049Siyang SongYiming LuoVincenzo RoncaGianluca BorghiniHesam SaghaVera Barbara RickAlexander MertensHatice GunesDeep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings.ECCV Workshops307-3222022Conference and Workshop Papersclosedconf/eccv/SongLRBSRMG2210.1007/978-3-031-25072-9_20https://doi.org/10.1007/978-3-031-25072-9_20https://dblp.org/rec/conf/eccv/SongLRBSRMG22URL#825233Wooyoung ChungXiyu ZhangZunaira AhmadHossein SayadiSetareh RafatiradMachine Learning to the Rescue: ML-Assisted Framework for Equity-Driven Education.EDUCON1254-12632022Conference and Workshop Papersclosedconf/educon/ChungZASR2210.1109/EDUCON52537.2022.9766530https://doi.org/10.1109/EDUCON52537.2022.9766530https://dblp.org/rec/conf/educon/ChungZASR22URL#826904Dirk ReithMartina GreinDaniel RöthgenJan BehrendtTobias HeldMichael MalschützkyIris GrossHow self-reliant Peer Teaching can be set up to augment learning outcomes for university learners.EDUCON57-622022Conference and Workshop Papersclosedconf/educon/ReithGRBHMG2210.1109/EDUCON52537.2022.9766811https://doi.org/10.1109/EDUCON52537.2022.9766811https://dblp.org/rec/conf/educon/ReithGRBHMG22URL#827078N. 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ChanSelf-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition.ICANN471-4832022Conference and Workshop Papersclosedconf/icann/JiaC2210.1007/978-3-031-15937-4_40https://doi.org/10.1007/978-3-031-15937-4_40https://dblp.org/rec/conf/icann/JiaC22URL#849560Mohammadreza NoormandipourHanchen WangMatching Point Sets with Quantum Circuit Learning.ICASSP8607-86112022Conference and Workshop Papersclosedconf/icassp/NoormandipourW2210.1109/ICASSP43922.2022.9746800https://doi.org/10.1109/ICASSP43922.2022.9746800https://dblp.org/rec/conf/icassp/NoormandipourW22URL#851179Shuyi LiRuijun MaJianhang ZhouBob Zhang 0001Row-sparsity Binary Feature Learning for Open-set Palmprint Recognition.IJCB1-82022Conference and Workshop Papersclosedconf/icb/LiMZZ2210.1109/IJCB54206.2022.10007975https://doi.org/10.1109/IJCB54206.2022.10007975https://dblp.org/rec/conf/icb/LiMZZ22URL#852112Chen Li 0023Jing LiuCollaborative Virtual Environment for Distant and Blended Learning in the Higher Education Setting: A Systematic Review.ICBL135-1462022Conference and Workshop Papersclosedconf/icbl/LiL2210.1007/978-3-031-08939-8_12https://doi.org/10.1007/978-3-031-08939-8_12https://dblp.org/rec/conf/icbl/LiL22URL#852748Aprinaldi Jasa MantauIrawan Widi WidayatYudhi AdhityaSetya Widyawan PrakosaJenq-Shiou LeuMario KöppenA GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System.ICCA9-142022Conference and Workshop Papersclosedconf/icca/MantauWAPLK2210.1109/ICCA54724.2022.9831954https://doi.org/10.1109/ICCA54724.2022.9831954https://dblp.org/rec/conf/icca/MantauWAPLK22URL#854315Tianwen YangJianing ZhaoXin WangFei XuDeep learning based RFF recognition with differential constellation trace figure towards closed and open set.ICCC908-9132022Conference and Workshop Papersclosedconf/iccchina/YangZWX2210.1109/ICCC55456.2022.9880623https://doi.org/10.1109/ICCC55456.2022.9880623https://dblp.org/rec/conf/iccchina/YangZWX22URL#855330Zhangying HeHosein Mohammadi MakraniSetareh RafatiradHouman HomayounHossein SayadiBreakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach.ICCD231-2382022Conference and Workshop Papersclosedconf/iccd/HeMRHS2210.1109/ICCD56317.2022.00042https://doi.org/10.1109/ICCD56317.2022.00042https://dblp.org/rec/conf/iccd/HeMRHS22URL#856257Zhizhi ZhangZihan JiOpen-set Pets Facial Recognition Using Deep Learning and Statistical Learning.ICDIS283-2872022Conference and Workshop Papersclosedconf/icdis/ZhangJ2210.1109/ICDIS55630.2022.00050https://doi.org/10.1109/ICDIS55630.2022.00050https://dblp.org/rec/conf/icdis/ZhangJ22URL#860017Geon LeeChanyoung ParkKijung ShinSet2Box: Similarity Preserving Representation Learning for Sets.ICDM1023-10282022Conference and Workshop Papersclosedconf/icdm/LeePS2210.1109/ICDM54844.2022.00125https://doi.org/10.1109/ICDM54844.2022.00125https://dblp.org/rec/conf/icdm/LeePS22URL#860235Estrella Odanga SimonT.A.L.A Goal Setting Life Skills Learning Approach on the Meta-Empirical Competence and Academic Performance of Diverse Learners.ICEIT175-1792022Conference and Workshop Papersclosedconf/iceit/Simon2210.1109/ICEIT54416.2022.9690748https://doi.org/10.1109/ICEIT54416.2022.9690748https://dblp.org/rec/conf/iceit/Simon22URL#861479Luca ZeddaAndrea LoddoCecilia Di RubertoA Deep Learning Based Framework for Malaria Diagnosis on High Variation Data Set.ICIAP358-3702022Conference and Workshop Papersclosedconf/iciap/ZeddaLR2210.1007/978-3-031-06430-2_30https://doi.org/10.1007/978-3-031-06430-2_30https://dblp.org/rec/conf/iciap/ZeddaLR22URL#862696Jiaren LiuHong SongJianguo WangOpen-Set Fault Diagnosis Method for Industrial Process Based on Semi-supervised Learning.ICIRA103-1122022Conference and Workshop Papersclosedconf/icira/LiuSW2210.1007/978-3-031-13841-6_10https://doi.org/10.1007/978-3-031-13841-6_10https://dblp.org/rec/conf/icira/LiuSW22URL#864577Nastaran MohammadhosseinAlexander RichterStephan G. 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