Theory

DecompX: Explaining Transformers Decisions by Propagating Token Decomposition ACL 2023 Decoupling MaxLogit for Out-of-Distribution Detection CVPR 2023 Deep learning with kernels through RKHM and the Perron-Frobenius operator NeurIPS 2023 Deep linear networks can benignly overfit when shallow ones do JMLR 2023 Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model NeurIPS 2023 Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility JMLR 2023 Defects of Convolutional Decoder Networks in Frequency Representation ICML 2023 Delayed Feedback in Kernel Bandits ICML 2023 Deliberation and Voting in Approval-Based Multi-Winner Elections IJCAI 2023 Delving into Evaluation Metrics for Generation: A Thorough Assessment of How Metrics Generalize to Rephrasing Across Languages AACL 2023 Demystifying Oversmoothing in Attention-Based Graph Neural Networks NeurIPS 2023 Demystifying the Optimal Performance of Multi-Class Classification NeurIPS 2023 Depth Separation with Multilayer Mean-Field Networks ICLR 2023 Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique COLT 2023 Deterministic Nonsmooth Nonconvex Optimization COLT 2023 Diacritic Recognition Performance in Arabic ASR Interspeech 2023 Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Diffusion Models are Minimax Optimal Distribution Estimators ICML 2023 Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing ICML 2023 Dimensionless machine learning: Imposing exact units equivariance JMLR 2023 Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023 Discrete Two Player All-Pay Auction with Complete Information IJCAI 2023 Distributionally Robust Linear Quadratic Control NeurIPS 2023 Distribution Free Domain Generalization ICML 2023 Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions ICML 2023