Mathematics & Optimization

An Improved Upper Bound for SAT AAAI 2021 An Inertial Newton Algorithm for Deep Learning JMLR 2021 An Information-Theoretic Characterization of Morphological Fusion EMNLP 2021 An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021 An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021 An LP-Based Approach for Goal Recognition as Planning AAAI 2021 A No-go Theorem for Robust Acceleration in the Hyperbolic Plane NeurIPS 2021 A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations NeurIPS 2021 An Online Method for A Class of Distributionally Robust Optimization with Non-convex Objectives NeurIPS 2021 An Online Riemannian PCA for Stochastic Canonical Correlation Analysis NeurIPS 2021 An online semi-definite programming with a generalised log-determinant regularizer and its applications ACML 2021 An Online Sequential Test for Qualitative Treatment Effects JMLR 2021 An Optimal Reduction of TV-Denoising to Adaptive Online Learning AISTATS 2021 An Optimistic Acceleration of AMSGrad for Nonconvex Optimization ACML 2021 A Note on Sparse Generalized Eigenvalue Problem NeurIPS 2021 A novel notion of barycenter for probability distributions based on optimal weak mass transport NeurIPS 2021 A Novel Sequential Coreset Method for Gradient Descent Algorithms ICML 2021 Answering Regular Path Queries Under Approximate Semantics in Lightweight Description Logics AAAI 2021 A Nullspace Property for Subspace-Preserving Recovery ICML 2021 Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment AAAI 2021 Anytime Multi-Agent Path Finding via Large Neighborhood Search IJCAI 2021 A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021 A Partitioned-Block Frequency-Domain Adaptive Kalman Filter for Stereophonic Acoustic Echo Cancellation Interspeech 2021 Application of kernel hypothesis testing on set-valued data UAI 2021 Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components NeurIPS 2021