Mathematics & Optimization

A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract) IJCAI 2022 A Theory of Tournament Representations ICLR 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 A Transformational Characterization of Unconditionally Equivalent Bayesian Networks PGM 2022 Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems NeurIPS 2022 Augmenting Online Algorithms with ε-Accurate Predictions NeurIPS 2022 Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions EMNLP 2022 A Unified Convergence Theorem for Stochastic Optimization Methods NeurIPS 2022 A Unified Framework for Deep Symbolic Regression NeurIPS 2022 A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric Mirrors CVPR 2022 A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022 A Unifying Framework for Online Optimization with Long-Term Constraints NeurIPS 2022 A Unifying Framework for Variance-Reduced Algorithms for Findings Zeroes of Monotone operators JMLR 2022 A Universal Error Measure for Input Predictions Applied to Online Graph Problems NeurIPS 2022 AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms AAAI 2022 Automated Evaluation Metric for Terminology Consistency in MT EMNLP 2022 Automated Sifting of Stories from Simulated Storyworlds IJCAI 2022 Automatic Color Image Stitching Using Quaternion Rank-1 Alignment CVPR 2022 Automatic differentiation of nonsmooth iterative algorithms NeurIPS 2022 Automatic Loss Function Search for Predict-Then-Optimize Problems with Strong Ranking Property ICLR 2022 AutoML Two-Sample Test NeurIPS 2022 A Variant of Anderson Mixing with Minimal Memory Size NeurIPS 2022 A Variant of Concurrent Constraint Programming on GPU AAAI 2022