Counterfactual Temporal Point Processes

15 November 2021

Papers citing "Counterfactual Temporal Point Processes"

21 / 21 papers shown

Title
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity Yahya Aalaila Gerrit Großmann Sumantrak Mukherjee Jonas Wahl Sebastian Vollmer CML LRM 114 0 0 31 Mar 2025
Counterfactual Token Generation in Large Language Models Ivi Chatzi N. C. Benz Eleni Straitouri Stratis Tsirtsis Manuel Gomez Rodriguez LRM 81 4 0 25 Sep 2024
Counterfactual Influence in Markov Decision Processes Milad Kazemi Jessica Lally Ekaterina Tishchenko Hana Chockler Nicola Paoletti 69 1 0 13 Feb 2024
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 92 97 0 04 Oct 2021
Counterfactual Explanations in Sequential Decision Making Under Uncertainty Stratis Tsirtsis A. De Manuel Gomez Rodriguez 71 46 0 06 Jul 2021
Counterfactual Data Augmentation using Locally Factored Dynamics Silviu Pitis Elliot Creager Animesh Garg BDL OffRL 80 89 0 06 Jul 2020
CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods W. Zhang Thomas Kobber Panum S. Jha P. Chalasani David Page CML AI4TS 57 49 0 18 Feb 2020
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 71 173 0 14 May 2019
Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search Lars Buesing T. Weber Yori Zwols S. Racanière A. Guez Jean-Baptiste Lespiau N. Heess CML 111 137 0 15 Nov 2018
Stochastic Optimal Control of Epidemic Processes in Networks Lars Lorch A. De Samir Bhatt W. Trouleau U. Upadhyay Manuel Gomez Rodriguez 25 14 0 30 Oct 2018
Fast Estimation of Causal Interactions using Wold Processes Flavio Figueiredo Guilherme R. Borges Pedro O. S. Vaz de Melo Renato M. Assunção 53 9 0 12 Jul 2018
Deep Reinforcement Learning of Marked Temporal Point Processes U. Upadhyay A. De Manuel Gomez Rodriguez BDL OffRL 56 112 0 23 May 2018
Teaching Multiple Concepts to a Forgetful Learner Anette Hunziker Yuxin Chen Oisin Mac Aodha Manuel Gomez Rodriguez Andreas Krause Pietro Perona Yisong Yue Adish Singla CLL 99 39 0 21 May 2018
Steering Social Activity: A Stochastic Optimal Control Point Of View Ali Zarezade A. De U. Upadhyay Hamid R. Rabiee Manuel Gomez Rodriguez LLMSV 65 34 0 19 Feb 2018
Distilling Information Reliability and Source Trustworthiness from Digital Traces Behzad Tabibian Isabel Valera Mehrdad Farajtabar Le Song Bernhard Schölkopf Manuel Gomez Rodriguez 37 39 0 24 Oct 2016
Uncovering Causality from Multivariate Hawkes Integrated Cumulants M. Achab Emmanuel Bacry Stéphane Gaïffas I. Mastromatteo Jean-François Muzy 76 91 0 21 Jul 2016
Learning Granger Causality for Hawkes Processes Hongteng Xu Mehrdad Farajtabar H. Zha AI4TS CML 58 227 0 14 Feb 2016
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution Mehrdad Farajtabar Yichen Wang Manuel Gomez Rodriguez Shuang Li H. Zha Le Song 72 241 0 08 Jul 2015
A* Sampling Chris J. Maddison Daniel Tarlow T. Minka 83 392 0 31 Oct 2014
Discovering Latent Network Structure in Point Process Data Scott W. Linderman Ryan P. Adams 82 282 0 04 Feb 2014
Counterfactual analyses with graphical models based on local independence K. Røysland CML 92 29 0 06 Jun 2011