Mathematics & Optimization

Think out of the "Box": Generically-Constrained Asynchronous Composite Optimization and Hedging NeurIPS 2019 Thinning for Accelerating the Learning of Point Processes NeurIPS 2019 Thompson Sampling Guided Stochastic Searching on the Line for Deceptive Environments with Applications to Root-Finding Problems JMLR 2019 Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019 Three-Player Wasserstein GAN via Amortised Duality IJCAI 2019 Tight analyses for non-smooth stochastic gradient descent COLT 2019 Tight Dimensionality Reduction for Sketching Low Degree Polynomial Kernels NeurIPS 2019 Tight Dimension Independent Lower Bound on the Expected Convergence Rate for Diminishing Step Sizes in SGD NeurIPS 2019 Tight Lower Bounds on the VC-dimension of Geometric Set Systems JMLR 2019 Tossing Coins Under Monotonicity AISTATS 2019 Total Least Squares Regression in Input Sparsity Time NeurIPS 2019 Toward Efficient Navigation of Massive-Scale Geo-Textual Streams IJCAI 2019 Towards a Method of Dynamic Vocal Tract Shapes Generation by Combining Static 3D and Dynamic 2D MRI Speech Data Interspeech 2019 Towards a Zero-One Law for Column Subset Selection NeurIPS 2019 Towards Gradient Free and Projection Free Stochastic Optimization AISTATS 2019 Towards Optimal Transport with Global Invariances AISTATS 2019 Towards Practical Alternating Least-Squares for CCA NeurIPS 2019 Towards Provably Not-At-Fault Control of Autonomous Robots in Arbitrary Dynamic Environments RSS 2019 Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search AAAI 2019 Towards Understanding Linear Word Analogies ACL 2019 Tracking the New Zealand English NEAR/SQUARE Merger Using Functional Principal Components Analysis Interspeech 2019 Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration NeurIPS 2019 Trajectory Optimization for Cable-Driven Soft Robot Locomotion RSS 2019 Trajectory Optimization on Manifolds: A Theoretically-Guaranteed Embedded Sequential Convex Programming Approach RSS 2019 Tree Sampling Divergence: An Information-Theoretic Metric for Hierarchical Graph Clustering IJCAI 2019