Theory

DLKoopman: A deep learning software package for Koopman theory L4DC 2023 Does a sparse ReLU network training problem always admit an optimum ? NeurIPS 2023 Do Not Marginalize Mechanisms, Rather Consolidate! NeurIPS 2023 Doubly Robust Stein-Kernelized Monte Carlo Estimator: Simultaneous Bias-Variance Reduction and Supercanonical Convergence JMLR 2023 Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views EACL 2023 Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks NeurIPS 2023 E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI MIDL 2023 Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NeurIPS 2023 Editing Boolean Classifiers: A Belief Change Perspective AAAI 2023 Effects of Graph Convolutions in Multi-layer Networks ICLR 2023 Efficient Certified Training and Robustness Verification of Neural ODEs ICLR 2023 Efficient Computation of General Modules for ALC Ontologies IJCAI 2023 Efficient median of means estimator COLT 2023 Efficient Model Updates for Approximate Unlearning of Graph-Structured Data ICLR 2023 Efficient Online Clustering with Moving Costs NeurIPS 2023 Elo Uncovered: Robustness and Best Practices in Language Model Evaluation EMNLP 2023 Empirical Bayes via ERM and Rademacher complexities: the Poisson model COLT 2023 Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures ACL 2023 Enabling Team of Teams: A Trust Inference and Propagation (TIP) Model in Multi-Human Multi-Robot Teams RSS 2023 Energy Transformer NeurIPS 2023 Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks AAAI 2023 Entropy-dissipation Informed Neural Network for McKean-Vlasov Type PDEs NeurIPS 2023 Equivariance with Learned Canonicalization Functions ICML 2023 Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning ICLR 2023 Equivariant Polynomials for Graph Neural Networks ICML 2023