Differentiable Agent-based Epidemiology

Differentiable Agent-based Epidemiology

20 July 2022

Alexander Rodríguez

Arnau Quera-Bofarull

Balaji Krishnamurthy

Papers citing "Differentiable Agent-based Epidemiology"

13 / 13 papers shown

Title
On the limits of agency in agent-based models Ayush Chopra Shashank Kumar Nurullah Giray-Kuru Ramesh Raskar Arnau Quera-Bofarull LLMAG AI4CE 22 7 0 14 Sep 2024
Bayesian calibration of stochastic agent based model via random forest Connor Robertson C. Safta Nicholson T. Collier J. Ozik Jaideep Ray 26 4 0 27 Jun 2024
Towards Learning Stochastic Population Models by Gradient Descent J. N. Kreikemeyer Philipp Andelfinger A. Uhrmacher 14 0 0 10 Apr 2024
Dynamics-based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction Majd Al Aawar Srikar Mutnuri Mansooreh Montazerin Ajitesh Srivastava 15 3 0 07 Jan 2024
Some challenges of calibrating differentiable agent-based models Arnau Quera-Bofarull Joel Dyer Anisoara Calinescu Michael Wooldridge AI4CE 10 7 0 03 Jul 2023
Bayesian calibration of differentiable agent-based models Arnau Quera-Bofarull Ayush Chopra Anisoara Calinescu Michael Wooldridge Joel Dyer 13 9 0 24 May 2023
Automatic Differentiation of Programs with Discrete Randomness Gaurav Arya Moritz Schauer Frank Schafer Chris Rackauckas 8 33 0 16 Oct 2022
Simulation Intelligence: Towards a New Generation of Scientific Methods Alexander Lavin D. Krakauer Hector Zenil Justin Emile Gottschlich Tim Mattson ... A. Hanuka Manuela Veloso Samuel A. Assefa Stephan Zheng Avi Pfeffer 40 102 0 06 Dec 2021
CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting Harshavardhan Kamarthi Lingkai Kong Alexander Rodríguez Chao Zhang B. Prakash AI4TS 25 17 0 15 Sep 2021
A Game-Theoretic Approach for Hierarchical Epidemic Control Feiran Jia Aditya Mate Zun Li S. Jabbari Mithun Chakraborty Milind Tambe Michael P. Wellman Yevgeniy Vorobeychik 14 0 0 21 Feb 2021
Predicting Infectiousness for Proactive Contact Tracing Yoshua Bengio Prateek Gupta Tegan Maharaj Nasim Rahaman Martin Weiss ... Irina Rish Bernhard Schölkopf Abhinav Sharma Jian Tang Andrew Robert Williams 16 14 0 23 Oct 2020
Segregation Dynamics with Reinforcement Learning and Agent Based Modeling Egemen Sert Y. Bar-Yam A. Morales 8 39 0 18 Sep 2019
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 228 3,202 0 24 Nov 2016