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Publication search results
found 169 matches
- 2024
- Yufan Wang, Zijing Wang, Kai Ming Ting, Yuanyi Shang:
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection. J. Artif. Intell. Res. 79: 865-893 (2024) - Nayoung Kim, Myke C. Cohen, Yang Ba, Anna Pan, Shawaiz Bhatti, Pouria Salehi, James Sung, Erik Blasch, Michelle V. Mancenido, Erin K. Chiou:
PADTHAI-MM: A Principled Approach for Designing Trustable, Human-centered AI systems using the MAST Methodology. CoRR abs/2401.13850 (2024) - Harsh Parikh, Rachael Ross, Elizabeth A. Stuart, Kara E. Rudolph:
Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population. CoRR abs/2401.14512 (2024) - Yunjuan Wang, Hussein Hazimeh, Natalia Ponomareva, Alexey Kurakin, Ibrahim Hammoud, Raman Arora:
DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation. CoRR abs/2402.11120 (2024) - 2023
- Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh:
Principled Approaches for Private Adaptation from a Public Source. AISTATS 2023: 8405-8432 - Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron:
A Principled Approach to Model Validation in Domain Generalization. ICASSP 2023: 1-5 - Bart Jacobs:
A Principled Approach to Expectation Maximisation and Latent Dirichlet Allocation Using Jeffrey's Update Rule. WoLLIC 2023: 256-273 - Yufan Wang, Kai Ming Ting, Yuanyi Shang:
A principled distributional approach to trajectory similarity measurement. CoRR abs/2301.00393 (2023) - Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron:
A principled approach to model validation in domain generalization. CoRR abs/2304.00629 (2023) - Ferdinand Bhavsar, Nicolas Desassis, Fabien Ors, Thomas Romary:
A principled deep learning approach for geological facies generation. CoRR abs/2305.13318 (2023) - Rajan Sahu, Shivam Chadha, Nithin Nagaraj, Archana Mathur, Snehanshu Saha:
To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks. CoRR abs/2308.09955 (2023) - Anqi Mao, Mehryar Mohri, Yutao Zhong:
Principled Approaches for Learning to Defer with Multiple Experts. CoRR abs/2310.14774 (2023) - Siyu Qi, Achintha Wijesinghe, Lahiru D. Chamain, Zhi Ding:
A Principled Hierarchical Deep Learning Approach to Joint Image Compression and Classification. CoRR abs/2310.19675 (2023) - Brian J. Weber, Justyna P. Zwolak:
QDA2: A principled approach to automatically annotating charge stability diagrams. CoRR abs/2312.11206 (2023) - 2022
- Yao-Yuan Yang:
A Principled Approach to Trustworthy Machine Learning. University of California, San Diego, USA, 2022 - Elpida Keravnou-Papailiou:
Figuring and Drawing - A Visual Approach to Principled Programming. Art Sci. Eng. Program. 6(3): 11 (2022) - Anurag Gupta, Vikram Krishnamurthy:
Principal-Agent Problem as a Principled Approach to Electronic Counter-Countermeasures in Radar. IEEE Trans. Aerosp. Electron. Syst. 58(4): 3223-3235 (2022) - Adriano Augusto, Abel Armas-Cervantes, Raffaele Conforti, Marlon Dumas, Marcello La Rosa:
Measuring Fitness and Precision of Automatically Discovered Process Models: A Principled and Scalable Approach. IEEE Trans. Knowl. Data Eng. 34(4): 1870-1888 (2022) - Reza Mazloom, Leighton Pritchard, C. Titus Brown, Boris A. Vinatzer, Lenwood S. Heath:
LINgroups as a principled approach to compare and integrate multiple bacterial taxonomies. BCB 2022: 55:1-55:7 - Omkar Desai, Seungmin Shin, Eunji Lee, Bryan S. Kim:
A principled approach for selecting block I/O traces. HotStorage 2022: 52-58 - Elpida Keravnou-Papailiou:
Figuring and Drawing: A Visual Approach to Principled Programming. CoRR abs/2202.09229 (2022) - Sounak Kar, Bastian Alt, Heinz Koeppl, Amr Rizk:
PAQMAN: A Principled Approach to Active Queue Management. CoRR abs/2202.10352 (2022) - 2021
- Yevgeniy Puzikov:
Principled Approach to Natural Language Generation. Technical University of Darmstadt, Germany, 2021 - Michael A. Specter:
Security Research for the Public Good: A Principled Approach. Massachusetts Institute of Technology, USA, 2021 - Satabdi Basu, Daisy W. Rutstein, Yuning Xu, Haiwen Wang, Linda Shear:
A principled approach to designing computational thinking concepts and practices assessments for upper elementary grades. Comput. Sci. Educ. 31(2): 169-198 (2021) - Edward Kai Fung Dang, Robert Wing Pong Luk, James Allan:
A Principled Approach Using Fuzzy Set Theory for Passage-Based Document Retrieval. IEEE Trans. Fuzzy Syst. 29(7): 1967-1977 (2021) - Jeroen Paul Spaans:
Intrinsic Argument Strength in Structured Argumentation: A Principled Approach. CLAR 2021: 377-396 - Tianle Cai, Shengjie Luo, Keyulu Xu, Di He, Tie-Yan Liu, Liwei Wang:
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training. ICML 2021: 1204-1215 - Tiberiu Boros, Andrei Cotaie, Kumar Vikramjeet, Vivek Malik, Lauren Park, Nick Pachis:
A Principled Approach to Enriching Security-related Data for Running Processes through Statistics and Natural Language Processing. IoTBDS 2021: 140-147 - Thomas Henn, Yasukazu Sakamoto, Clément Jacquet, Shunsuke Yoshizawa, Masamichi Andou, Stephen Tchen, Ryosuke Saga, Hiroyuki Ishihara, Katsuhiko Shimizu, Yingzhen Li, Ryutaro Tanno:
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging. MICCAI (3) 2021: 509-518
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