Papers
Not All Low-Pass Filters are Robust in Graph Convolutional Networks
Heng Chang, Yu Rong, Tingyang Xu et al.
NovelD: A Simple yet Effective Exploration Criterion
Tianjun Zhang, Huazhe Xu, Xiaolong Wang et al.
Novel Upper Bounds for the Constrained Most Probable Explanation Task
Tahrima Rahman, Sara Rouhani, Vibhav Gogate
NTopo: Mesh-free Topology Optimization using Implicit Neural Representations
Jonas Zehnder, Yue Li, Stelian Coros et al.
Numerical Composition of Differential Privacy
Sivakanth Gopi, Yin Tat Lee, Lukas Wutschitz
Numerical influence of ReLU’(0) on backpropagation
David Bertoin, Jérôme Bolte, Sébastien Gerchinovitz et al.
NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM
Connor Holmes, Minjia Zhang, Yuxiong He et al.
Object-aware Contrastive Learning for Debiased Scene Representation
Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn et al.
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
Jongjin Park, Younggyo Seo, Chang Liu et al.
Object-Centric Representation Learning with Generative Spatial-Temporal Factorization
Nanbo Li, Muhammad Ahmed Raza, Wenbin Hu et al.
Object DGCNN: 3D Object Detection using Dynamic Graphs
Yue Wang, Justin M Solomon
Observation-Free Attacks on Stochastic Bandits
Yinglun Xu, Bhuvesh Kumar, Jacob D. Abernethy
OctField: Hierarchical Implicit Functions for 3D Modeling
Jia-Heng Tang, Weikai Chen, jie Yang et al.
Offline Constrained Multi-Objective Reinforcement Learning via Pessimistic Dual Value Iteration
Runzhe Wu, Yufeng Zhang, Zhuoran Yang et al.
Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies
Ron Dorfman, Idan Shenfeld, Aviv Tamar
Offline Model-based Adaptable Policy Learning
Xiong-Hui Chen, Yang Yu, Qingyang Li et al.
Offline Reinforcement Learning as One Big Sequence Modeling Problem
Michael Janner, Qiyang Li, Sergey Levine
Offline Reinforcement Learning with Reverse Model-based Imagination
Jianhao Wang, Wenzhe Li, Haozhe Jiang et al.
Offline RL Without Off-Policy Evaluation
David Brandfonbrener, Will Whitney, Rajesh Ranganath et al.
Off-Policy Risk Assessment in Contextual Bandits
Audrey Huang, Liu Leqi, Zachary Lipton et al.
On Blame Attribution for Accountable Multi-Agent Sequential Decision Making
Stelios Triantafyllou, Adish Singla, Goran Radanovic
On Calibration and Out-of-Domain Generalization
Yoav Wald, Amir Feder, Daniel Greenfeld et al.
On Component Interactions in Two-Stage Recommender Systems
Jiri Hron, Karl Krauth, Michael I. Jordan et al.
On Contrastive Representations of Stochastic Processes
Emile Mathieu, Adam Foster, Yee W. Teh