Mathematics & Optimization

Decoupling Learning and Decision-Making: Breaking the O(√T) Barrier in Online Resource Allocation with First-Order Methods ICML 2024 Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection NeurIPS 2024 Deep Learning-Based Alternative Route Computation AISTATS 2024 Deep Learning for Computing Convergence Rates of Markov Chains NeurIPS 2024 Deep Plug-and-Play Nighttime Non-Blind Deblurring With Saturated Pixel Handling Schemes WACV 2024 Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling ICLR 2024 Deep Submodular Peripteral Networks NeurIPS 2024 Delegating Data Collection in Decentralized Machine Learning AISTATS 2024 Delegation-Relegation for Boolean Matrix Factorization AAAI 2024 Deletion-Robust Submodular Maximization with Knapsack Constraints AAAI 2024 Delving into the Convergence of Generalized Smooth Minimax Optimization ICML 2024 Dense Associative Memory Through the Lens of Random Features NeurIPS 2024 Density Ratio Estimation with Doubly Strong Robustness ICML 2024 Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria AAAI 2024 Deploying Mobility-On-Demand for All by Optimizing Paratransit Services IJCAI 2024 Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization NeurIPS 2024 Designing Decision Support Systems using Counterfactual Prediction Sets ICML 2024 Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization ICLR 2024 Detection of $L_∞$ Geometry in Random Geometric Graphs: Suboptimality of Triangles and Cluster Expansion COLT 2024 Diachronic change in verb usage statistics predicts differences in sentence processing across the lifespan ACL 2024 Diagonalisation SGD: Fast & Convergent SGD for Non-Differentiable Models via Reparameterisation and Smoothing AISTATS 2024 Diffeomorphic interpolation for efficient persistence-based topological optimization NeurIPS 2024 Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024 Differentiable Combinatorial Scheduling at Scale ICML 2024