Mathematics & Optimization

Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors NeurIPS 2019 Algorithms for Average Regret Minimization AAAI 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NeurIPS 2019 A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization NeurIPS 2019 Alleviating Label Switching with Optimal Transport NeurIPS 2019 Almost Envy-Freeness in Group Resource Allocation IJCAI 2019 Almost surely constrained convex optimization ICML 2019 A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019 Alternating Minimizations Converge to Second-Order Optimal Solutions ICML 2019 A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019 A Memetic Approach for Sequential Security Games on a Plane with Moving Targets AAAI 2019 A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems AISTATS 2019 A minimax near-optimal algorithm for adaptive rejection sampling ALT 2019 A Modified Algorithm for Multiple Input Spectrogram Inversion Interspeech 2019 Amortized Bethe Free Energy Minimization for Learning MRFs NeurIPS 2019 A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation EMNLP 2019 An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums NeurIPS 2019 An adaptive Mirror-Prox method for variational inequalities with singular operators NeurIPS 2019 An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors NeurIPS 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019 Analysis and Synthesis of Vocal Flutter and Vocal Jitter Interspeech 2019 Analysis of Langevin Monte Carlo via Convex Optimization JMLR 2019 Analysis of spectral clustering algorithms for community detection: the general bipartite setting JMLR 2019 Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms AISTATS 2019 An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory JMLR 2019