Mathematics & Optimization

Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) AAAI 2021 Detection of Signal in the Spiked Rectangular Models ICML 2021 Determinantal Beam Search ACL 2021 Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD NeurIPS 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Deterministic Finite-Memory Bias Estimation COLT 2021 Dialect Features in Heterogeneous and Homogeneous Gheg Speaking Communities Interspeech 2021 Dichotomous Optimistic Search to Quantify Human Perception ICML 2021 Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games NeurIPS 2021 Differentiable Greedy Algorithm for Monotone Submodular Maximization: Guarantees, Gradient Estimators, and Applications AISTATS 2021 Differentiable Multiple Shooting Layers NeurIPS 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021 Differentiable Particle Filtering via Entropy-Regularized Optimal Transport ICML 2021 Differentiable Quality Diversity NeurIPS 2021 Differentially Private Analysis on Graph Streams AISTATS 2021 Differentially Private Decomposable Submodular Maximization AAAI 2021 Differentially Private Densest Subgraph Detection ICML 2021 Differentially Private Monotone Submodular Maximization Under Matroid and Knapsack Constraints AISTATS 2021 Differentially Private Multi-Armed Bandits in the Shuffle Model NeurIPS 2021 Differentially Private Query Release Through Adaptive Projection ICML 2021 Differentially Private Sampling from Distributions NeurIPS 2021 Differential Privacy Over Riemannian Manifolds NeurIPS 2021 Differential Spectral Normalization (DSN) for PDE Discovery AAAI 2021 Differentiating the Value Function by using Convex Duality AISTATS 2021 Diffusion Earth Mover’s Distance and Distribution Embeddings ICML 2021