Mathematics & Optimization

Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization ICML 2023 Blossom: an Anytime Algorithm for Computing Optimal Decision Trees ICML 2023 Boosting Causal Discovery via Adaptive Sample Reweighting ICLR 2023 Boosting Learning for LDPC Codes to Improve the Error-Floor Performance NeurIPS 2023 Bootstrap in High Dimension with Low Computation ICML 2023 Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces NeurIPS 2023 BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization NeurIPS 2023 Breaking a Classical Barrier for Classifying Arbitrary Test Examples in the Quantum Model AISTATS 2023 Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise COLT 2023 Breeding Machine Translations: Evolutionary approach to survive and thrive in the world of automated evaluation ACL 2023 Bregman Deviations of Generic Exponential Families COLT 2023 Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs NeurIPS 2023 Buffered Asynchronous SGD for Byzantine Learning JMLR 2023 Building Rearticulable Models for Arbitrary 3D Objects From 4D Point Clouds CVPR 2023 Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NeurIPS 2023 Bulgarian Unstressed Vowel Reduction: Received Views vs Corpus Findings Interspeech 2023 Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery AISTATS 2023 Buying Information for Stochastic Optimization ICML 2023 BWoS: Formally Verified Block-based Work Stealing for Parallel Processing OSDI 2023 Bypassing the Simulator: Near-Optimal Adversarial Linear Contextual Bandits NeurIPS 2023 Byzantine-Tolerant Methods for Distributed Variational Inequalities NeurIPS 2023 Can You Improve My Code? Optimizing Programs with Local Search IJCAI 2023 Cascading Bandits: Optimizing Recommendation Frequency in Delayed Feedback Environments NeurIPS 2023 Cascading Contextual Assortment Bandits NeurIPS 2023 Causal Effect Identification in Cluster DAGs AAAI 2023