Mathematics & Optimization

Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred Extensions IJCAI 2021 Skew-symmetrically perturbed gradient flow for convex optimization ACML 2021 SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature CVPR 2021 Sliced Iterative Normalizing Flows ICML 2021 Sliced Mutual Information: A Scalable Measure of Statistical Dependence NeurIPS 2021 Slice Sampling Reparameterization Gradients NeurIPS 2021 SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression NeurIPS 2021 Small random initialization is akin to spectral learning: Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction NeurIPS 2021 Smooth p-Wasserstein Distance: Structure, Empirical Approximation, and Statistical Applications ICML 2021 Smooth Bandit Optimization: Generalization to Holder Space AISTATS 2021 Smooth Bilevel Programming for Sparse Regularization NeurIPS 2021 Smooth Convex Optimization Using Sub-Zeroth-Order Oracles AAAI 2021 Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization NeurIPS 2021 SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021 Soft Tensor Regression JMLR 2021 Solving Challenging Dexterous Manipulation Tasks With Trajectory Optimisation and Reinforcement Learning ICML 2021 Solving Graph-based Public Goods Games with Tree Search and Imitation Learning NeurIPS 2021 Solving Graph Homomorphism and Subgraph Isomorphism Problems Faster Through Clique Neighbourhood Constraints IJCAI 2021 Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021 Solving Infinite-Domain CSPs Using the Patchwork Property AAAI 2021 Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent NeurIPS 2021 SONIA: A Symmetric Blockwise Truncated Optimization Algorithm AISTATS 2021 Sound Source Localization with Majorization Minimization Interspeech 2021 Sparse and Smooth Signal Estimation: Convexification of L0-Formulations JMLR 2021