Mathematics & Optimization

Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits COLT 2020 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020 Two Different Mechanisms of Movable Mandible for Vocal-Tract Model with Flexible Tongue Interspeech 2020 Two-goal Local Search and Inference Rules for Minimum Dominating Set IJCAI 2020 Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks PGM 2020 Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data JMLR 2020 Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020 Ultrahyperbolic Representation Learning NeurIPS 2020 Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees L4DC 2020 Uncertainty Based Camera Model Selection CVPR 2020 Uncertainty Quantification for Inferring Hawkes Networks NeurIPS 2020 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020 Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features NeurIPS 2020 Understanding spiking networks through convex optimization NeurIPS 2020 Understanding the Effects of Batching in Online Active Learning AISTATS 2020 Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle ICML 2020 Uniform Welfare Guarantees Under Identical Subadditive Valuations IJCAI 2020 Union of Low-Rank Tensor Spaces: Clustering and Completion JMLR 2020 Universal Average-Case Optimality of Polyak Momentum ICML 2020 Universal Latent Space Model Fitting for Large Networks with Edge Covariates JMLR 2020 Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms NeurIPS 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Unsupervised Audio Source Separation Using Generative Priors Interspeech 2020 UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis SemEval 2020 Upper bounds for Model-Free Row-Sparse Principal Component Analysis ICML 2020