Jonathan Ragan-Kelley

About Jonathan Ragan-Kelley

Jonathan Ragan-Kelley, With an exceptional h-index of 30 and a recent h-index of 26 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computer Graphics, Compilers, Computer Architecture, Programming Languages, Image Processing.

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

WatChat: Explaining perplexing programs by debugging mental models

Inferring the future by imagining the past

Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding

Storytelling as Inverse Inverse Planning

How to guess a gradient

Slang. d: Fast, modular and differentiable shader programming

Striped attention: Faster ring attention for causal transformers

The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning

Jonathan Ragan-Kelley Information

University

Position

MIT CSAIL

Citations(all)

5996

Citations(since 2020)

4287

Cited By

3098

hIndex(all)

30

hIndex(since 2020)

26

i10Index(all)

39

i10Index(since 2020)

36

Email

University Profile Page

Google Scholar

Jonathan Ragan-Kelley Skills & Research Interests

Computer Graphics

Compilers

Computer Architecture

Programming Languages

Image Processing

Top articles of Jonathan Ragan-Kelley

WatChat: Explaining perplexing programs by debugging mental models

arXiv preprint arXiv:2403.05334

2024/3/8

Inferring the future by imagining the past

Advances in Neural Information Processing Systems

2024/2/13

Kartik Chandra
Kartik Chandra

H-Index: 4

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding

arXiv preprint arXiv:2402.05109

2024/2/7

Aniruddha Nrusimha
Aniruddha Nrusimha

H-Index: 1

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Storytelling as Inverse Inverse Planning

Proceedings of the Annual Meeting of the Cognitive Science Society

2023

Kartik Chandra
Kartik Chandra

H-Index: 4

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

How to guess a gradient

arXiv preprint arXiv:2312.04709

2023/12/7

Slang. d: Fast, modular and differentiable shader programming

ACM Transactions on Graphics (TOG)

2023/12/4

Striped attention: Faster ring attention for causal transformers

arXiv preprint arXiv:2311.09431

2023/11/15

The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning

2023/10/13

The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning

2023

Distributions for Compositionally Differentiating Parametric Discontinuities

2023/9/17

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Michael Carbin
Michael Carbin

H-Index: 19

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Semantics and Scheduling for Machine Knitting Compilers

ACM Transactions on Graphics (TOG)

2023/8/1

Acting as inverse inverse planning

2023/7/23

Kartik Chandra
Kartik Chandra

H-Index: 4

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Fast Instruction Selection for Fast Digital Signal Processing

2023/3/25

Technical Perspective: Reconsidering the Design of User-Schedulable Languages

Communications of the ACM

2023/2/22

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Gradient descent: The ultimate optimizer

Advances in Neural Information Processing Systems

2022/12/6

Kartik Chandra
Kartik Chandra

H-Index: 4

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Erik Meijer
Erik Meijer

H-Index: 19

Formal semantics for the halide language

arXiv preprint arXiv:2210.15740

2022/10/27

Alex Reinking
Alex Reinking

H-Index: 1

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Designing perceptual puzzles by differentiating probabilistic programs

2022/7/27

Kartik Chandra
Kartik Chandra

H-Index: 4

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Exocompilation for productive programming of hardware accelerators

2022/6/9

Yuka Ikarashi
Yuka Ikarashi

H-Index: 1

Alex Reinking
Alex Reinking

H-Index: 1

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Searching for fast demosaicking algorithms

ACM Transactions on Graphics (TOG)

2022/5/13

Andrew Adams
Andrew Adams

H-Index: 20

Tzu-Mao Li
Tzu-Mao Li

H-Index: 10

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

Verified tensor-program optimization via high-level scheduling rewrites

Proceedings of the ACM on Programming Languages

2022/1/11

Adam Chlipala
Adam Chlipala

H-Index: 22

Jonathan Ragan-Kelley
Jonathan Ragan-Kelley

H-Index: 23

See List of Professors in Jonathan Ragan-Kelley University(Massachusetts Institute of Technology)

Co-Authors

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