Mathematics & Optimization

Participatory Budgeting with Donations and Diversity Constraints AAAI 2022 Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams AAAI 2022 Passive DSSS: Empowering the Downlink Communication for Backscatter Systems NSDI 2022 PDE-Based Optimal Strategy for Unconstrained Online Learning ICML 2022 PEA*+IDA*: An Improved Hybrid Memory-Restricted Algorithm AAAI 2022 Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING 2022 Perceptual Evaluation of Penetrating Voices through a Semantic Differential Method Interspeech 2022 Perfect Sampling from Pairwise Comparisons NeurIPS 2022 Permutation-Based SGD: Is Random Optimal? ICLR 2022 Permutation Compressors for Provably Faster Distributed Nonconvex Optimization ICLR 2022 Permutation Search of Tensor Network Structures via Local Sampling ICML 2022 Personalized Online Federated Learning with Multiple Kernels NeurIPS 2022 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022 Pessimism for Offline Linear Contextual Bandits using ℓ_p Confidence Sets NeurIPS 2022 Pessimism meets VCG: Learning Dynamic Mechanism Design via Offline Reinforcement Learning ICML 2022 Pessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets ICML 2022 p-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets AISTATS 2022 Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks NeurIPS 2022 Phase transitions in when feedback is useful NeurIPS 2022 Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022 Picking the Right Winner: Why Tie-Breaking in Crowdsourcing Contests Matters IJCAI 2022 Pizza Sharing Is PPA-Hard AAAI 2022 Placing Green Bridges Optimally, with Habitats Inducing Cycles IJCAI 2022 Planning with Explanations for Finding Desired Meeting Points on Graphs AAAI 2022 Plurality Veto: A Simple Voting Rule Achieving Optimal Metric Distortion IJCAI 2022