conftrace_

sampling algorithm

130 papers

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Co-occurring keywords

markov chain monte carlo (725) bayesian inference (1907) langevin dynamics (128) generative model (2892) determinantal point process (140) wasserstein distance (417) langevin monte carlo (33) hamiltonian monte carlo (92) log-concave distribution (46) approximation algorithm (630)

Papers

Demystifying Orthogonal Monte Carlo and Beyond NIPS 2020
Analysis of Langevin Monte Carlo via Convex Optimization JMLR 2019
Oblivious Sampling Algorithms for Private Data Analysis NIPS 2019
Stochastic Runge-Kutta Accelerates Langevin Monte Carlo and Beyond NIPS 2019
Inference and Sampling of $K_33$-free Ising Models ICML 2019
Exact sampling of determinantal point processes with sublinear time preprocessing NIPS 2019
The Randomized Midpoint Method for Log-Concave Sampling NIPS 2019
A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019
Preferences Single-Peaked on a Tree: Sampling and Tree Recognition IJCAI 2019
Sampling from Stochastic Finite Automata with Applications to CTC Decoding INTERSPEECH 2019
Flexible Modeling of Diversity with Strongly Log-Concave Distributions NIPS 2019
Learning Erdos-Renyi Random Graphs via Edge Detecting Queries NIPS 2019
Stochastic Proximal Langevin Algorithm: Potential Splitting and Nonasymptotic Rates NIPS 2019
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal Curves NIPS 2019
Nonconvex sampling with the Metropolis-adjusted Langevin algorithm COLT 2019
DPPy: DPP Sampling with Python JMLR 2019
Sampling for Approximate Bipartite Network Projection IJCAI 2018
Geometrically Coupled Monte Carlo Sampling NIPS 2018
On Fast Leverage Score Sampling and Optimal Learning NIPS 2018
Convergence of Langevin MCMC in KL-divergence ALT 2018
Fast MCMC Sampling Algorithms on Polytopes JMLR 2018
Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem COLT 2018
Unified Representation and Lifted Sampling for Generative Models of Social Networks IJCAI 2017
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques JMLR 2017
Order Statistics for Probabilistic Graphical Models IJCAI 2017