Ramesh Raskar

Ramesh Raskar

Massachusetts Institute of Technology

H-index: 104

North America-United States

About Ramesh Raskar

Ramesh Raskar, With an exceptional h-index of 104 and a recent h-index of 69 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of AI for Impact, Health Tech, Sustainability, Computational Imaging, Inverse Problems.

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

flame: A Framework for Learning in Agent-based ModEls

Private Agent-Based Modeling

Data Acquisition via Experimental Design for Decentralized Data Markets

DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images

CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release

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

Orca: Glossy objects as radiance-field cameras

Ramesh Raskar Information

University

Position

Associate Professor, MIT Media Lab

Citations(all)

48432

Citations(since 2020)

24027

Cited By

34208

hIndex(all)

104

hIndex(since 2020)

69

i10Index(all)

385

i10Index(since 2020)

263

Email

University Profile Page

Google Scholar

Ramesh Raskar Skills & Research Interests

AI for Impact

Health Tech

Sustainability

Computational Imaging

Inverse Problems

Top articles of Ramesh Raskar

flame: A Framework for Learning in Agent-based ModEls

2024/5/6

Ayush Chopra
Ayush Chopra

H-Index: 4

Ramesh Raskar
Ramesh Raskar

H-Index: 62

Private Agent-Based Modeling

AAMAS 2024 (Oral)

2024/4/19

Data Acquisition via Experimental Design for Decentralized Data Markets

arXiv preprint arXiv:2403.13893

2024/3/20

DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images

arXiv preprint arXiv:2403.13199

2024/3/19

CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models

arXiv preprint arXiv:2402.15968

2024/2/25

Abhishek Singh
Abhishek Singh

H-Index: 1

Ramesh Raskar
Ramesh Raskar

H-Index: 62

Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release

Advances in Neural Information Processing Systems

2024/2/13

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

arXiv preprint arXiv:2401.04795

2024/1/9

Ayush Chopra
Ayush Chopra

H-Index: 4

Ramesh Raskar
Ramesh Raskar

H-Index: 62

Orca: Glossy objects as radiance-field cameras

2023

SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition

arXiv preprint arXiv:2312.16215

2023/12/24

PlatoNeRF: 3D Reconstruction in Plato's Cave via Single-View Two-Bounce Lidar

arXiv preprint arXiv:2312.14239

2023/12/21

Systems and methods for transparent object segmentation using polarization cues

2023/12/12

AgentTorch: Agent-based Modeling with Automatic Differentiation

2023/12/7

Ayush Chopra
Ayush Chopra

H-Index: 4

Ramesh Raskar
Ramesh Raskar

H-Index: 62

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

Vaccine

2023/11/22

Ayush Chopra
Ayush Chopra

H-Index: 4

Ramesh Raskar
Ramesh Raskar

H-Index: 62

Decentralized agent-based modeling

2023/10/31

Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning

IEEE Transactions on Big Data

2023/10/30

Incentive-Aware Federated Learning with Training-Time Model Rewards

2023/10/13

Parallel Quasi-Concave Set Function Optimization for Scalability Even Without Submodularity

2023/9/25

Polarization-based visual computing

2023/7/24

Co-Dream: Collaborative data synthesis with decentralized models

2023/7/17

Federated conformal predictors for distributed uncertainty quantification

2023/7/3

See List of Professors in Ramesh Raskar University(Massachusetts Institute of Technology)

Co-Authors

academic-engine