Mathematics & Optimization

Online Pricing for Multi-User Multi-Item Markets NeurIPS 2023 Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023 Online Reinforcement Learning in Stochastic Continuous-Time Systems COLT 2023 Online robust non-stationary estimation NeurIPS 2023 Online Saddle Point Tracking with Decision-Dependent Data L4DC 2023 Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States ALT 2023 Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval JMLR 2023 Online Symbolic Regression with Informative Query AAAI 2023 Online Task Assignment with Controllable Processing Time IJCAI 2023 On Lower Bounds for Maximin Share Guarantees IJCAI 2023 On Optimal Strategies for Wordle and General Guessing Games IJCAI 2023 On Preemption and Learning in Stochastic Scheduling ICML 2023 On Private and Robust Bandits NeurIPS 2023 On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds NeurIPS 2023 On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds AAAI 2023 On the Accelerated Noise-Tolerant Power Method AISTATS 2023 On the Compilability of Bounded Numeric Planning IJCAI 2023 On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence NeurIPS 2023 On the complexity of finding stationary points of smooth functions in one dimension ALT 2023 On the Complexity of Representation Learning in Contextual Linear Bandits AISTATS 2023 On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results JMLR 2023 On the Consistency of Maximum Likelihood Estimation of Probabilistic Principal Component Analysis NeurIPS 2023 On the Convergence of AdaGrad(Norm) on R^d: Beyond Convexity, Non-Asymptotic Rate and Acceleration ICLR 2023 On the Convergence of Distributed Stochastic Bilevel Optimization Algorithms over a Network AISTATS 2023 On the Convergence of IRLS and Its Variants in Outlier-Robust Estimation CVPR 2023