Optimization

Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines ICLR 2018 Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms NeurIPS 2018 Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio ICLR 2018 Wasserstein Distributionally Robust Kalman Filtering NeurIPS 2018 Wasserstein Introspective Neural Networks CVPR 2018 Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018 Weighted SGD for ℓ_p Regression with Randomized Preconditioning JMLR 2018 What to Expect from Expected Kneser-Ney Smoothing Interspeech 2018 When Rigging a Tournament, Let Greediness Blind You IJCAI 2018 Which Training Methods for GANs do actually Converge? ICML 2018 Who Learns Better Bayesian Network Structures: Constraint-Based, Score-based or Hybrid Algorithms? PGM 2018 Who Said That? a Comparative Study of Non-negative Matrix Factorization Techniques Interspeech 2018 Wide Compression: Tensor Ring Nets CVPR 2018 Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NeurIPS 2018 Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications AISTATS 2018 Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization NeurIPS 2018 Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR 2018 µTune: Auto-Tuned Threading for OLDI Microservices OSDI 2018 Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017 Accelerating Stochastic Composition Optimization JMLR 2017 Acceleration and Averaging in Stochastic Descent Dynamics NeurIPS 2017 Accumulated Gradient Normalization ACML 2017 A Clever Elimination Strategy for Efficient Minimal Solvers CVPR 2017 A Comparative Evaluation of GMM-Free State Tying Methods for ASR Interspeech 2017 A Contrast Function and Algorithm for Blind Separation of Audio Signals Interspeech 2017