continuous relaxation

Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem AAAI 2026 Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025 DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation AAAI 2025 Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints ICML 2025 Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling ICLR 2025 Controlling Continuous Relaxation for Combinatorial Optimization NeurIPS 2024 Predicting Lagrangian Multipliers for Mixed Integer Linear Programs ICML 2024 End-to-end Differentiable Clustering with Associative Memories ICML 2023 Differentially Private Query Release Through Adaptive Projection ICML 2021 Learning with Algorithmic Supervision via Continuous Relaxations NeurIPS 2021 Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021 SoftSort: A Continuous Relaxation for the argsort Operator ICML 2020 Reparameterizable Subset Sampling via Continuous Relaxations IJCAI 2019 Stochastic Optimization of Sorting Networks via Continuous Relaxations ICLR 2019 Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018 Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018 DVAE++: Discrete Variational Autoencoders with Overlapping Transformations ICML 2018 Concrete Dropout NeurIPS 2017 On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017 REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NeurIPS 2017 Stochastic Submodular Maximization: The Case of Coverage Functions NeurIPS 2017 A Box-Constrained Approach for Hard Permutation Problems ICML 2016 Tight Continuous Relaxation of the Balanced k-Cut Problem NeurIPS 2014 T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting CVPR 2014 Reflection methods for user-friendly submodular optimization NeurIPS 2013