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:

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

flame: A Framework for Learning in Agent-based ModEls

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

Private Agent-Based Modeling

Systems and methods for augmentation of sensor systems and imaging systems with polarization

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

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Ramesh Raskar Skills & Research Interests

AI for Impact

Health Tech

Sustainability

Computational Imaging

Inverse Problems

Top articles of Ramesh Raskar

Title

Journal

Author(s)

Publication Date

Data Acquisition via Experimental Design for Decentralized Data Markets

arXiv preprint arXiv:2403.13893

Charles Lu

Baihe Huang

Sai Praneeth Karimireddy

Praneeth Vepakomma

Michael Jordan

...

2024/3/20

DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images

arXiv preprint arXiv:2403.13199

Zaid Tasneem

Akshat Dave

Abhishek Singh

Kushagra Tiwary

Praneeth Vepakomma

...

2024/3/19

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

arXiv preprint arXiv:2402.15968

Abhishek Singh

Gauri Gupta

Ritvik Kapila

Yichuan Shi

Alex Dang

...

2024/2/25

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

Advances in Neural Information Processing Systems

Abhishek Singh

Praneeth Vepakomma

Vivek Sharma

Ramesh Raskar

2024/2/13

flame: A Framework for Learning in Agent-based ModEls

Ayush Chopra

Jayakumar Subramanian

Balaji Krishnamurthy

Ramesh Raskar

2024/5/6

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

Private Agent-Based Modeling

AAMAS 2024 (Oral)

Ayush Chopra

Arnau Quera-Bofarull

Nurullah Giray-Kuru

Michael Wooldridge

Ramesh Raskar

2024/4/19

Systems and methods for augmentation of sensor systems and imaging systems with polarization

2023/6/15

Co-Dream: Collaborative data synthesis with decentralized models

Abhishek Singh

Gauri Gupta

Charles Lu

Yogesh Koirala

Sheshank Shankar

...

2023/7/17

Decentralized agent-based modeling

Ayush Chopra

Arnau Quera-Bofarull

Nurullah Giray Kuru

Ramesh Raskar

2023/10/31

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

arXiv preprint arXiv:2312.16215

Nikhil Behari

Akshat Dave

Kushagra Tiwary

William Yang

Ramesh Raskar

2023/12/24

Orca: Glossy objects as radiance-field cameras

Kushagra Tiwary

Akshat Dave

Nikhil Behari

Tzofi Klinghoffer

Ashok Veeraraghavan

...

2023

Methods and apparatus for improved imaging through scattering media

2023/3/21

Secure training of multi-party deep neural network

2023/6/6

Federated conformal predictors for distributed uncertainty quantification

Charles Lu

Yaodong Yu

Sai Praneeth Karimireddy

Michael Jordan

Ramesh Raskar

2023/7/3

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

IEEE Transactions on Big Data

Seungeun Oh

Hyelin Nam

Jihong Park

Praneeth Vepakomma

Ramesh Raskar

...

2023/10/30

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

arXiv preprint arXiv:2312.14239

Tzofi Klinghoffer

Xiaoyu Xiang

Siddharth Somasundaram

Yuchen Fan

Christian Richardt

...

2023/12/21

Detection and mapping of specular surfaces using multibounce lidar returns

Optics Express

Connor Henley

Siddharth Somasundaram

Joseph Hollmann

Ramesh Raskar

2023/2/13

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

Adaptive Split Learning

Ayush Chopra

Surya Kant Sahu

Abhishek Singh

Abhinav Java

Praneeth Vepakomma

...

2023/7/2

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

Co-Authors

H-index: 77
Henry Fuchs

Henry Fuchs

University of North Carolina at Chapel Hill

H-index: 74
Gordon Wetzstein

Gordon Wetzstein

Stanford University

H-index: 54
Greg Welch

Greg Welch

University of Central Florida

H-index: 23
Achuta Kadambi

Achuta Kadambi

University of California, Los Angeles

H-index: 22
Otkrist Gupta

Otkrist Gupta

Massachusetts Institute of Technology

H-index: 18
Matthew Hirsch

Matthew Hirsch

Massachusetts Institute of Technology

academic-engine