Mathematics & Optimization

Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract) IJCAI 2021 Decentralized Riemannian Gradient Descent on the Stiefel Manifold ICML 2021 Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo JMLR 2021 Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021 Decomposable Submodular Function Minimization via Maximum Flow ICML 2021 Decomposition-Guided Reductions for Argumentation and Treewidth IJCAI 2021 Decomposition Strategies to Count Integer Solutions over Linear Constraints IJCAI 2021 DeEPCA: Decentralized Exact PCA with Linear Convergence Rate JMLR 2021 Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021 DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction AAAI 2021 DeepGEM: Generalized Expectation-Maximization for Blind Inversion NeurIPS 2021 Deep Generative Learning via Schrödinger Bridge ICML 2021 Deep Graph Matching Under Quadratic Constraint CVPR 2021 Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021 Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021 DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition CVPR 2021 Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021 DeepWalking Backwards: From Embeddings Back to Graphs ICML 2021 Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021 Defending against Contagious Attacks on a Network with Resource Reallocation AAAI 2021 DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization IJCAI 2021 Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging ICCV 2021 Dependency in DAG models with hidden variables UAI 2021 Dependency Stochastic Boolean Satisfiability: A Logical Formalism for NEXPTIME Decision Problems with Uncertainty AAAI 2021 De-randomizing MCMC dynamics with the diffusion Stein operator NeurIPS 2021