Papers
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
Amine Ouasfi, Adnane Boukhayma
Robust Knowledge Transfer in Tiered Reinforcement Learning
Jiawei Huang, Niao He
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay
Pengfei Li, Jianyi Yang, Adam Wierman et al.
Robust Learning with Progressive Data Expansion Against Spurious Correlation
Yihe Deng, Yu Yang, Baharan Mirzasoleiman et al.
Robust Lipschitz Bandits to Adversarial Corruptions
Yue Kang, Cho-Jui Hsieh, Thomas Chun Man Lee
Robust low-rank training via approximate orthonormal constraints
Dayana Savostianova, Emanuele Zangrando, Gianluca Ceruti et al.
Robust Matrix Sensing in the Semi-Random Model
Xing Gao, Yu Cheng
Robust Mean Estimation Without Moments for Symmetric Distributions
Gleb Novikov, David Steurer, Stefan Tiegel
Robust Model Reasoning and Fitting via Dual Sparsity Pursuit
Xingyu Jiang, Jiayi Ma
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms
Alexander Bukharin, Yan Li, Yue Yu et al.
Robustness Guarantees for Adversarially Trained Neural Networks
Poorya Mianjy, Raman Arora
Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing
Shuyao Li, Yu Cheng, Ilias Diakonikolas et al.
Rotating Features for Object Discovery
Sindy Löwe, Phillip Lippe, Francesco Locatello et al.
rPPG-Toolbox: Deep Remote PPG Toolbox
Xin Liu, Girish Narayanswamy, Akshay Paruchuri et al.
RRHF: Rank Responses to Align Language Models with Human Feedback
Hongyi Yuan, Zheng Yuan, Chuanqi Tan et al.
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized Deletion
Zhuoqun Huang, Neil G Marchant, Keane Lucas et al.
Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field
Naishan Zheng, man zhou, Chong Zhou et al.
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation
MD WAHIDUZZAMAN KHAN, Hongwei Sheng, Hu Zhang et al.
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
Scott Pesme, Nicolas Flammarion
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations
Youngsoo Jang, Geon-Hyeong Kim, Jongmin Lee et al.
Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms
Akifumi Wachi, Wataru Hashimoto, Xun Shen et al.
Safety Gymnasium: A Unified Safe Reinforcement Learning Benchmark
Jiaming Ji, Borong Zhang, Jiayi Zhou et al.
Safety Verification of Decision-Tree Policies in Continuous Time
Christian Schilling, Anna Lukina, Emir Demirović et al.
SALSA VERDE: a machine learning attack on LWE with sparse small secrets
Cathy Li, Emily Wenger, Zeyuan Allen-Zhu et al.
SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations
Ziyuan Ye, Rihan Huang, Qilin Wu et al.