Mathematics & Optimization

Accelerating Hamiltonian Monte Carlo via Chebyshev Integration Time ICLR 2023 Accelerating Motion Planning via Optimal Transport NeurIPS 2023 Accelerating Voting by Quantum Computation UAI 2023 Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023 Accurate Interpolation for Scattered Data through Hierarchical Residual Refinement NeurIPS 2023 Achieving O(ε^-1.5) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization NeurIPS 2023 Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints ICML 2023 A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings NeurIPS 2023 A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting NeurIPS 2023 A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem AISTATS 2023 A Constant-Factor Approximation Algorithm for Reconciliation k-Median AISTATS 2023 A Continuous-time Stochastic Gradient Descent Method for Continuous Data JMLR 2023 A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data ICLR 2023 A Corrected Expected Improvement Acquisition Function Under Noisy Observations ACML 2023 Action Matching: Learning Stochastic Dynamics from Samples ICML 2023 Active Cost-aware Labeling of Streaming Data AISTATS 2023 Active Exploration via Experiment Design in Markov Chains AISTATS 2023 Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee ACML 2023 Activity Grammars for Temporal Action Segmentation NeurIPS 2023 ActUp: Analyzing and Consolidating tSNE and UMAP IJCAI 2023 Adaptation to Misspecified Kernel Regularity in Kernelised Bandits AISTATS 2023 Adaptation to the Range in K-Armed Bandits JMLR 2023 Adapting to game trees in zero-sum imperfect information games ICML 2023 Adaptive Algorithms for Relaxed Pareto Set Identification NeurIPS 2023 Adaptive Annealed Importance Sampling with Constant Rate Progress ICML 2023