Optimization

Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training AISTATS 2020 FetchSGD: Communication-Efficient Federated Learning with Sketching ICML 2020 Filter Grafting for Deep Neural Networks CVPR 2020 Finding Good Subtrees for Constraint Optimization Problems Using Frequent Pattern Mining AAAI 2020 Finding Intelligible Consonant-Vowel Sounds Using High-Quality Articulatory Synthesis Interspeech 2020 Finding Most Compatible Phylogenetic Trees over Multi-State Characters AAAI 2020 Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems NeurIPS 2020 Finer Metagenomic Reconstruction via Biodiversity Optimization NeurIPS 2020 Finite-Memory Near-Optimal Learning for Markov Decision Processes with Long-Run Average Reward UAI 2020 Finite Regret and Cycles with Fixed Step-Size via Alternating Gradient Descent-Ascent COLT 2020 Finite Sample System Identification: Optimal Rates and the Role of Regularization L4DC 2020 Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning COLT 2020 Finite-Time Convergence in Continuous-Time Optimization ICML 2020 Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning AISTATS 2020 Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games ICML 2020 FIREPruning: Learning-based Filter Pruning for Convolutional Neural Network Compression ACML 2020 First Order Constrained Optimization in Policy Space NeurIPS 2020 Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation EMNLP 2020 Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning AAAI 2020 Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NeurIPS 2020 Flexible mean field variational inference using mixtures of non-overlapping exponential families NeurIPS 2020 Flexible retrieval with NMSLIB and FlexNeuART EMNLP 2020 FleXOR: Trainable Fractional Quantization NeurIPS 2020 Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training EMNLP 2020 FNNC: Achieving Fairness through Neural Networks IJCAI 2020