conftrace_

probability distribution

265 papers

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Co-occurring keywords

optimal transport (948) generative model (2892) neural network (6616) probabilistic modeling (852) language model (4599) normalizing flow (354) bayesian inference (1907) uncertainty quantification (1393) kernel methods (1097) large language model (13587)

Papers

When Do Envy-Free Allocations Exist? AAAI 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Interpolating between Optimal Transport and MMD using Sinkhorn Divergences AISTATS 2019
Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit COLT 2019
Linear-Complexity Data-Parallel Earth Mover’s Distance Approximations ICML 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019
Locality-Sensitive Hashing for f-Divergences: Mutual Information Loss and Beyond NIPS 2019
Practical and Consistent Estimation of f-Divergences NIPS 2019
Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NIPS 2019
Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera CVPR 2019
Accelerated Flow for Probability Distributions ICML 2019
DPPy: DPP Sampling with Python JMLR 2019
Integration complexity and the order of cosisters EMNLP 2018
Stochastic Wasserstein Barycenters ICML 2018
Ranking Distributions based on Noisy Sorting ICML 2018
Mallows Models for Top-k Lists NIPS 2018
Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions JMLR 2018
LTV: Labeled Topic Vector COLING 2018
Stylistic variation over 200 years of court proceedings according to gender and social class NAACL 2018
Langevin Monte Carlo and JKO splitting COLT 2018
Neural Autoregressive Flows ICML 2018
Policy Optimization as Wasserstein Gradient Flows ICML 2018
On Controllable Sparse Alternatives to Softmax NIPS 2018
Combining Opinion Pooling and Evidential Updating for Multi-Agent Consensus IJCAI 2018