Mathematics & Optimization

Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation AISTATS 2023 Improved High-Probability Regret for Adversarial Bandits with Time-Varying Feedback Graphs ALT 2023 Improved Kernel Alignment Regret Bound for Online Kernel Learning AAAI 2023 Improved Learning-Augmented Algorithms for the Multi-Option Ski Rental Problem via Best-Possible Competitive Analysis ICML 2023 Improved Online Conformal Prediction via Strongly Adaptive Online Learning ICML 2023 Improved Online Learning Algorithms for CTR Prediction in Ad Auctions ICML 2023 Improved Powered Stochastic Optimization Algorithms for Large-Scale Machine Learning JMLR 2023 Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023 Improving Graph Matching with Positional Reconstruction Encoder-Decoder Network NeurIPS 2023 Improving multiple-try Metropolis with local balancing JMLR 2023 Improving Pareto Front Learning via Multi-Sample Hypernetworks AAAI 2023 Improving the Knowledge Gradient Algorithm NeurIPS 2023 Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners NeurIPS 2023 Improving word mover’s distance by leveraging self-attention matrix EMNLP 2023 IMPsys: An Intelligent Mold Processing System for Smart Factory IJCAI 2023 Incentive-aware Contextual Pricing with Non-parametric Market Noise AISTATS 2023 Incentive-Boosted Federated Crowdsourcing AAAI 2023 Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023 Increasing effect sizes of pairwise conditional independence tests between random vectors UAI 2023 Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023 Individually Fair Learning with One-Sided Feedback ICML 2023 Inference and sampling of point processes from diffusion excursions UAI 2023 Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023 Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds JMLR 2023 Inference of a rumor’s source in the independent cascade model UAI 2023