Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs

17 February 2022

Papers citing "Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs"

13 / 13 papers shown

Title
Solving Marginal MAP Exactly by Probabilistic Circuit Transformations YooJung Choi Tal Friedman Guy Van den Broeck TPM 63 12 0 08 Nov 2021
Probabilistic Circuits for Variational Inference in Discrete Graphical Models Andy Shih Stefano Ermon TPM 53 22 0 22 Oct 2020
Coherent Hierarchical Multi-Label Classification Networks Eleonora Giunchiglia Thomas Lukasiewicz AILaw 192 97 0 20 Oct 2020
Making deep neural networks right for the right scientific reasons by interacting with their explanations P. Schramowski Wolfgang Stammer Stefano Teso Anna Brugger Xiaoting Shao Hans-Georg Luigs Anne-Katrin Mahlein Kristian Kersting 117 213 0 15 Jan 2020
Limitations of the Empirical Fisher Approximation for Natural Gradient Descent Frederik Kunstner Lukas Balles Philipp Hennig 88 219 0 29 May 2019
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures Xiaoting Shao Alejandro Molina Antonio Vergari Karl Stelzner Robert Peharz Thomas Liebig Kristian Kersting BDL TPM 53 35 0 21 May 2019
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 95 645 0 08 Feb 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,871 0 14 Jun 2017
Active Learning for Structured Prediction from Partially Labeled Data Mehran Khodabandeh Zhiwei Deng Mostafa S. Ibrahim Shinichi Satoh Greg Mori 42 3 0 07 Jun 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 75 1,739 0 08 Mar 2017
Near-optimal Nonmyopic Value of Information in Graphical Models Andreas Krause Carlos Guestrin 88 467 0 04 Jul 2012
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 83 761 0 14 Feb 2012
A Knowledge Compilation Map Adnan Darwiche Pierre Marquis 96 953 0 09 Jun 2011