Alpha-Beta Divergence For Variational Inference

2 May 2018

Papers citing "Alpha-Beta Divergence For Variational Inference"

15 / 15 papers shown

Title
FlowVAT: Normalizing Flow Variational Inference with Affine-Invariant Tempering Juehang Qin Shixiao Liang C. Tunnell TPM 41 0 0 15 May 2025
A theoretical perspective on mode collapse in variational inference Roman Soletskyi Marylou Gabrié Bruno Loureiro DRL 42 2 0 17 Oct 2024
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection Andrzej Cichocki S. Cruces A. Sarmiento Toshihisa Tanaka 42 2 0 02 Jun 2024
Rényi Neural Processes Xuesong Wang He Zhao Edwin V. Bonilla UQCV BDL 37 0 0 25 May 2024
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients Kyurae Kim Jisu Oh Jacob R. Gardner Adji Bousso Dieng Hongseok Kim BDL 37 8 0 13 Jun 2022
A Bayesian Deep Learning Technique for Multi-Step Ahead Solar Generation Forecasting D. Kaur S. Islam Md. Apel Mahmud BDL 6 4 0 21 Mar 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 40 41 0 02 Dec 2021
Bayesian brains and the Rényi divergence Noor Sajid Francesco Faccio Lancelot Da Costa Thomas Parr Jürgen Schmidhuber Karl J. Friston 34 11 0 12 Jul 2021
Variational Inference MPC using Tsallis Divergence Ziyi Wang Oswin So Jason Gibson Bogdan I. Vlahov Manan S. Gandhi Guan-Horng Liu Evangelos A. Theodorou 23 33 0 01 Apr 2021
On the Difficulty of Unbiased Alpha Divergence Minimization Tomas Geffner Justin Domke 62 18 0 19 Oct 2020
f-Divergence Variational Inference Neng Wan Dapeng Li N. Hovakimyan 8 32 0 28 Sep 2020
The Renyi Gaussian Process: Towards Improved Generalization Xubo Yue Raed Al Kontar 109 3 0 15 Oct 2019
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data Simao Eduardo A. Nazábal Christopher K. I. Williams Charles Sutton DRL 19 32 0 15 Jul 2019
Conditionally structured variational Gaussian approximation with importance weights Linda S. L. Tan Aishwarya Bhaskaran David J. Nott 22 13 0 21 Apr 2019
Generalized Variational Inference: Three arguments for deriving new Posteriors Jeremias Knoblauch Jack Jewson Theodoros Damoulas DRL BDL 39 105 0 03 Apr 2019