Alert button
Picture for Daniel Suo

Daniel Suo

Alert button

Spectral State Space Models

Dec 11, 2023
Naman Agarwal, Daniel Suo, Xinyi Chen, Elad Hazan

Figure 1 for Spectral State Space Models
Figure 2 for Spectral State Space Models
Figure 3 for Spectral State Space Models
Figure 4 for Spectral State Space Models
Viaarxiv icon

Online Learning for Obstacle Avoidance

Jun 14, 2023
David Snyder, Meghan Booker, Nathaniel Simon, Wenhan Xia, Daniel Suo, Elad Hazan, Anirudha Majumdar

Figure 1 for Online Learning for Obstacle Avoidance
Figure 2 for Online Learning for Obstacle Avoidance
Figure 3 for Online Learning for Obstacle Avoidance
Figure 4 for Online Learning for Obstacle Avoidance
Viaarxiv icon

Benchmarking Neural Network Training Algorithms

Jun 12, 2023
George E. Dahl, Frank Schneider, Zachary Nado, Naman Agarwal, Chandramouli Shama Sastry, Philipp Hennig, Sourabh Medapati, Runa Eschenhagen, Priya Kasimbeg, Daniel Suo, Juhan Bae, Justin Gilmer, Abel L. Peirson, Bilal Khan, Rohan Anil, Mike Rabbat, Shankar Krishnan, Daniel Snider, Ehsan Amid, Kongtao Chen, Chris J. Maddison, Rakshith Vasudev, Michal Badura, Ankush Garg, Peter Mattson

Figure 1 for Benchmarking Neural Network Training Algorithms
Figure 2 for Benchmarking Neural Network Training Algorithms
Figure 3 for Benchmarking Neural Network Training Algorithms
Figure 4 for Benchmarking Neural Network Training Algorithms
Viaarxiv icon

Adaptive Gradient Methods at the Edge of Stability

Jul 29, 2022
Jeremy M. Cohen, Behrooz Ghorbani, Shankar Krishnan, Naman Agarwal, Sourabh Medapati, Michal Badura, Daniel Suo, David Cardoze, Zachary Nado, George E. Dahl, Justin Gilmer

Figure 1 for Adaptive Gradient Methods at the Edge of Stability
Figure 2 for Adaptive Gradient Methods at the Edge of Stability
Figure 3 for Adaptive Gradient Methods at the Edge of Stability
Figure 4 for Adaptive Gradient Methods at the Edge of Stability
Viaarxiv icon

Machine Learning for Mechanical Ventilation Control (Extended Abstract)

Nov 23, 2021
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan

Viaarxiv icon

Machine Learning for Mechanical Ventilation Control

Feb 26, 2021
Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel Cohen, Elad Hazan

Figure 1 for Machine Learning for Mechanical Ventilation Control
Figure 2 for Machine Learning for Mechanical Ventilation Control
Figure 3 for Machine Learning for Mechanical Ventilation Control
Figure 4 for Machine Learning for Mechanical Ventilation Control
Viaarxiv icon

Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking

Feb 19, 2021
Paula Gradu, John Hallman, Daniel Suo, Alex Yu, Naman Agarwal, Udaya Ghai, Karan Singh, Cyril Zhang, Anirudha Majumdar, Elad Hazan

Figure 1 for Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
Figure 2 for Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
Figure 3 for Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
Figure 4 for Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
Viaarxiv icon