Papers
8,340 papers found
On the Impact of Algorithmic Recourse on Social Segregation
Ruijiang Gao, Himabindu Lakkaraju
On the Impact of Knowledge Distillation for Model Interpretability
Hyeongrok Han, Siwon Kim, Hyun-Soo Choi et al.
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Hojoon Lee, Koanho Lee, Dongyoon Hwang et al.
On the Initialization of Graph Neural Networks
Jiahang Li, Yakun Song, Xiang Song et al.
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits
Weitong Zhang, Jiafan He, Zhiyuan Fan et al.
On the Occupancy Measure of Non-Markovian Policies in Continuous MDPs
Romain Laroche, Remi Tachet Des Combes
On the Optimality of Misspecified Kernel Ridge Regression
Haobo Zhang, Yicheng Li, Weihao Lu et al.
On the Power of Foundation Models
Yang Yuan
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Haotian Ye, Xiaoyu Chen, Liwei Wang et al.
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta et al.
On the Relationship Between Explanation and Prediction: A Causal View
Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith et al.
On the Robustness of Randomized Ensembles to Adversarial Perturbations
Hassan Dbouk, Naresh Shanbhag
On the Robustness of Text Vectorizers
Rémi Catellier, Samuel Vaiter, Damien Garreau
On the Role of Attention in Prompt-tuning
Samet Oymak, Ankit Singh Rawat, Mahdi Soltanolkotabi et al.
On the Statistical Benefits of Temporal Difference Learning
David Cheikhi, Daniel Russo
On the Stepwise Nature of Self-Supervised Learning
James B Simon, Maksis Knutins, Liu Ziyin et al.
On the Training Instability of Shuffling SGD with Batch Normalization
David Xing Wu, Chulhee Yun, Suvrit Sra
On the Within-Group Fairness of Screening Classifiers
Nastaran Okati, Stratis Tsirtsis, Manuel Gomez Rodriguez
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
Chenzhuang Du, Jiaye Teng, Tingle Li et al.
On User-Level Private Convex Optimization
Badih Ghazi, Pritish Kamath, Ravi Kumar et al.
OpenFE: Automated Feature Generation with Expert-level Performance
Tianping Zhang, Zheyu Aqa Zhang, Zhiyuan Fan et al.
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization
Zejia Weng, Xitong Yang, Ang Li et al.
Open-Vocabulary Universal Image Segmentation with MaskCLIP
Zheng Ding, Jieke Wang, Zhuowen Tu
Opponent-Limited Online Search for Imperfect Information Games
Weiming Liu, Haobo Fu, Qiang Fu et al.
Optimal Arms Identification with Knapsacks
Shaoang Li, Lan Zhang, Yingqi Yu et al.