Ayush Chopra

Ayush Chopra

Massachusetts Institute of Technology

H-index: 14

North America-United States

About Ayush Chopra

Ayush Chopra, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Artificial Intelligence, Agent-based Models, Multi-Agent Learning, Population Health.

His recent articles reflect a diverse array of research interests and contributions to the field:

First 100 days of pandemic; an interplay of pharmaceutical, behavioral and digital interventions--A study using agent based modeling

Generating images for virtual try-on and pose transfer

flame: A Framework for Learning in Agent-based ModEls

Private Agent-Based Modeling

Entropy based synthetic data generation for augmenting classification system training data

Text conditioned image search based on dual-disentangled feature composition

Deep learning based visual compatibility prediction for bundle recommendations

Bayesian calibration of differentiable agent-based models

Ayush Chopra Information

University

Position

___

Citations(all)

696

Citations(since 2020)

696

Cited By

39

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Ayush Chopra Skills & Research Interests

Artificial Intelligence

Agent-based Models

Multi-Agent Learning

Population Health

Top articles of Ayush Chopra

Title

Journal

Author(s)

Publication Date

First 100 days of pandemic; an interplay of pharmaceutical, behavioral and digital interventions--A study using agent based modeling

arXiv preprint arXiv:2401.04795

Gauri Gupta

Ritvik Kapila

Ayush Chopra

Ramesh Raskar

2024/1/9

Generating images for virtual try-on and pose transfer

2024/1/2

flame: A Framework for Learning in Agent-based ModEls

Ayush Chopra

Jayakumar Subramanian

Balaji Krishnamurthy

Ramesh Raskar

2024/5/6

Private Agent-Based Modeling

AAMAS 2024 (Oral)

Ayush Chopra

Arnau Quera-Bofarull

Nurullah Giray-Kuru

Michael Wooldridge

Ramesh Raskar

2024/4/19

Entropy based synthetic data generation for augmenting classification system training data

2024/2/20

Text conditioned image search based on dual-disentangled feature composition

2024/1/16

Deep learning based visual compatibility prediction for bundle recommendations

2023/10/5

Bayesian calibration of differentiable agent-based models

arXiv preprint arXiv:2305.15340

Arnau Quera-Bofarull

Ayush Chopra

Anisoara Calinescu

Michael Wooldridge

Joel Dyer

2023/5/24

Identifying digital attributes from multiple attribute groups utilizing a deep cognitive attribution neural network

2023/8/22

Text-conditioned image search based on transformation, aggregation, and composition of visio-linguistic features

2023/8/8

Gradient-assisted calibration for financial agent-based models

Joel Dyer

Arnau Quera-Bofarull

Ayush Chopra

J Doyne Farmer

Anisoara Calinescu

...

2023/11/27

Adaptive Split Learning

Ayush Chopra

Surya Kant Sahu

Abhishek Singh

Abhinav Java

Praneeth Vepakomma

...

2023/7/2

Using neural networks to calibrate agent based models enables improved regional evidence for vaccine strategy and policy

Vaccine

Ayush Chopra

Alexander Rodriguez

B Aditya Prakash

Ramesh Raskar

Thomas Kingsley

2023/11/22

SARC: Soft Actor Retrospective Critic

arXiv preprint arXiv:2306.16503

Sukriti Verma

Ayush Chopra

Jayakumar Subramanian

Mausoom Sarkar

Nikaash Puri

...

2023/6/28

Model training with retrospective loss

2023/10/24

Don't Simulate Twice: One-Shot Sensitivity Analyses via Automatic Differentiation

Arnau Quera-Bofarull

Ayush Chopra

Joseph Aylett-Bullock

Carolina Cuesta-Lazaro

Anisoara Calinescu

...

2023/5/30

On conditioning the input noise for controlled image generation with diffusion models

arXiv preprint arXiv:2205.03859

Vedant Singh

Surgan Jandial

Ayush Chopra

Siddharth Ramesh

Balaji Krishnamurthy

...

2022/5/8

Decision Making for Populations

Ayush Chopra

2022

Decouple-and-Sample: Protecting sensitive information in task agnostic data release

Abhishek Singh

Ethan Garza

Ayush Chopra

Praneeth Vepakomma

Vivek Sharma

...

2022/10/23

SAC: Semantic attention composition for text-conditioned image retrieval

Surgan Jandial

Pinkesh Badjatiya

Pranit Chawla

Ayush Chopra

Mausoom Sarkar

...

2022

See List of Professors in Ayush Chopra University(Massachusetts Institute of Technology)

Co-Authors

H-index: 104
Ramesh Raskar

Ramesh Raskar

Massachusetts Institute of Technology

H-index: 22
Chetan Arora

Chetan Arora

Indian Institute of Technology Delhi

H-index: 16
Kumar Ayush

Kumar Ayush

Stanford University

H-index: 13
Abhishek Singh

Abhishek Singh

Massachusetts Institute of Technology

H-index: 3
Shubham Dokania

Shubham Dokania

International Institute of Information Technology, Hyderabad

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