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Qianqian Pan , Jun Wu , Ali Kashif Bashir , Jianhua Li , Jie Wu : Side-Channel Fuzzy Analysis-Based AI Model Extraction Attack With Information-Theoretic Perspective in Intelligent IoT. IEEE Trans. Fuzzy Syst. 30 (11 ) : 4642-4656 (2022 )share record
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Baoyao Yang , Hao-Wei Yeh , Tatsuya Harada , Pong C. Yuen : Model-Induced Generalization Error Bound for Information-Theoretic Representation Learning in Source-Data-Free Unsupervised Domain Adaptation. IEEE Trans. Image Process. 31 : 419-432 (2022 )share record
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Berivan Isik , Tsachy Weissman , Albert No : An Information-Theoretic Justification for Model Pruning. AISTATS 2022 : 3821-3846 share record
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Yang Xu , Yang Cheng , Riya Bhatia : Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models. COLING 2022 : 134-140 share record
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Ziqiao Wang , Yongyi Mao : On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications. ICLR 2022 share record
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Yiwei Wang , Pallavi Shintre , Sunny Amatya , Wenlong Zhang : Bounded Rational Game-theoretical Modeling of Human Joint Actions with Incomplete Information. IROS 2022 : 10720-10725 share record
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Netanel Raviv , Rawad Bitar , Eitan Yaakobi : Information Theoretic Private Inference in Quantized Models. ISIT 2022 : 1641-1646 export record
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conf/naacl/SteinbornDJS22 share record
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Victor Steinborn , Philipp Dufter , Haris Jabbar , Hinrich Schütze : An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL-HLT (Findings) 2022 : 921-932 share record
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Minsoo Kang , Hyewon Yoo , Eunhee Kang , Sehwan Ki , Hyong-Euk Lee , Bohyung Han : Information-Theoretic GAN Compression with Variational Energy-based Model. NeurIPS 2022 export record
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journals/corr/abs-2202-11277 share record
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Rajarshi Saha , Mert Pilanci , Andrea J. Goldsmith : Minimax Optimal Quantization of Linear Models: Information-Theoretic Limits and Efficient Algorithms. CoRR abs/2202.11277 (2022 )export record
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journals/corr/abs-2206-00071 share record
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Parisa Hassanzadeh , Robert E. Tillman : Generative Models with Information-Theoretic Protection Against Membership Inference Attacks. CoRR abs/2206.00071 (2022 )export record
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journals/corr/abs-2209-10035 share record
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Daniel T. Larsson , Arash Asgharivaskasi , Jaein Lim , Nikolay Atanasov , Panagiotis Tsiotras : Information-theoretic Abstraction of Semantic Octree Models for Integrated Perception and Planning. CoRR abs/2209.10035 (2022 )export record
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journals/corr/abs-2212-08205 share record
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Jiaxuan Li , Richard Futrell : A unified information-theoretic model of EEG signatures of human language processing. CoRR abs/2212.08205 (2022 )2021 share record
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Natasha Fernandes : Differential Privacy for Metric Spaces: Information-Theoretic Models for Privacy and Utility with New Applications to Metric Domains. (Confidentialité différentielle pour les espaces métriques: modèles théoriques de l'information pour la confidentialité et l'utilité avec de nouvelles applications aux domaines métriques). École Polytechnique, Palaiseau, France, 2021 export record
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journals/cogcom/DubeyTKHS21 share record
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Rohit Kumar Dubey , Tyler Thrash , Mubbasir Kapadia , Christoph Hoelscher , Victor R. Schinazi : Information Theoretic Model to Simulate Agent-Signage Interaction for Wayfinding. Cogn. Comput. 13 (1 ) : 189-206 (2021 )share record
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Lossy-Context Surprisal: An Information-Theoretic Model of Memory Effects in Sentence Processing. Cogn. Sci. 45 (5 ) (2021 ) share record
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Yuheng Bu , Weihao Gao , Shaofeng Zou , Venugopal V. Veeravalli : Population Risk Improvement with Model Compression: An Information-Theoretic Approach. Entropy 23 (10 ) : 1255 (2021 )export record
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journals/entropy/PlastinoMP21 share record
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Angel Ricardo Plastino , Diana Monteoliva , Angelo Plastino : Information-Theoretic Features of Many Fermion Systems: An Exploration Based on Exactly Solvable Models. Entropy 23 (11 ) : 1488 (2021 )export record
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journals/ficn/ReyesFSKSKS21 share record
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Cesar Hernandez Reyes , Shumpei Fukushima , Shunsuke Shigaki , Daisuke Kurabayashi , Takeshi Sakurai , Ryohei Kanzaki , Hideki Sezutsu : Identification of Exploration and Exploitation Balance in the Silkmoth Olfactory Search Behavior by Information-Theoretic Modeling. Frontiers Comput. Neurosci. 15 : 629380 (2021 )export record
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journals/flap/CostantiniGSB21 share record
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Federico Costantini , Fausto Galvan , Marco Alvise de Stefani , Sebastiano Battiato : Assessing "Information Quality" in IoT Forensics: Theoretical Framework and Model Implementation. FLAP 8 (9 ) : 2373-2406 (2021 )share record
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J. Dinesh Kumar , Arulchelvan Sriram : Information and Communication Technologies Use and Its Influence in Family Functioning: Development of Measuring Instrument for the Factors in Hertlein's Multi-Theoretical Model. Int. J. Technol. Diffusion 12 (1 ) : 28-52 (2021 )export record
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journals/ploscb/ThistlethwaiteP21 share record
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Lillian R. Thistlethwaite , Varduhi Petrosyan , Xiqi Li , Marcus J. Miller , Sarah H. Elsea , Aleksandar Milosavljevic : CTD: An information-theoretic algorithm to interpret sets of metabolomic and transcriptomic perturbations in the context of graphical models. PLoS Comput. Biol. 17 (1 ) (2021 )export record
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journals/ploscb/ThistlethwaiteP21a share record
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Lillian R. Thistlethwaite , Varduhi Petrosyan , Xiqi Li , Marcus J. Miller , Sarah H. Elsea , Aleksandar Milosavljevic : Correction: CTD: An information-theoretic algorithm to interpret sets of metabolomic and transcriptomic perturbations in the context of graphical models. PLoS Comput. Biol. 17 (10 ) (2021 )share record
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Boxin Wang , Shuohang Wang , Yu Cheng , Zhe Gan , Ruoxi Jia , Bo Li , Jingjing Liu : InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective. ICLR 2021 share record
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Jiajun Liang , Chuyang Ke , Jean Honorio : Information Theoretic Limits of Exact Recovery in Sub-hypergraph Models for Community Detection. ISIT 2021 : 2578-2583 share record
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Ceren Sevinç , Ertem Tuncel : Information Theoretic Approach on Randomized Response Models in Surveys. ISIT 2021 : 3338-3342 export record
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conf/naacl/ChiDWYSWSMHZ21 share record
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Zewen Chi , Li Dong , Furu Wei , Nan Yang , Saksham Singhal , Wenhui Wang , Xia Song , Xian-Ling Mao , Heyan Huang , Ming Zhou : InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. NAACL-HLT 2021 : 3576-3588 export record
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journals/corr/abs-2101-12369 share record
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Jiajun Liang , Chuyang Ke , Jean Honorio : Information Theoretic Limits of Exact Recovery in Sub-hypergraph Models for Community Detection. CoRR abs/2101.12369 (2021 )export record
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journals/corr/abs-2105-06956 share record
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Sukriti Verma , Nikaash Puri , Piyush Gupta , Balaji Krishnamurthy : Information-theoretic Evolution of Model Agnostic Global Explanations. CoRR abs/2105.06956 (2021 )export record
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journals/corr/abs-2106-05186 share record
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Madhavun Candadai : Information theoretic analysis of computational models as a tool to understand the neural basis of behaviors. CoRR abs/2106.05186 (2021 )