Alert button
Picture for Cyril Zhang

Cyril Zhang

Alert button

Machine Learning for Mechanical Ventilation Control (Extended Abstract)

Nov 19, 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

Anti-Concentrated Confidence Bonuses for Scalable Exploration

Oct 21, 2021
Jordan T. Ash, Cyril Zhang, Surbhi Goel, Akshay Krishnamurthy, Sham Kakade

Figure 1 for Anti-Concentrated Confidence Bonuses for Scalable Exploration
Figure 2 for Anti-Concentrated Confidence Bonuses for Scalable Exploration
Figure 3 for Anti-Concentrated Confidence Bonuses for Scalable Exploration
Figure 4 for Anti-Concentrated Confidence Bonuses for Scalable Exploration
Viaarxiv icon

Inductive Biases and Variable Creation in Self-Attention Mechanisms

Oct 19, 2021
Benjamin L. Edelman, Surbhi Goel, Sham Kakade, Cyril Zhang

Figure 1 for Inductive Biases and Variable Creation in Self-Attention Mechanisms
Figure 2 for Inductive Biases and Variable Creation in Self-Attention Mechanisms
Figure 3 for Inductive Biases and Variable Creation in Self-Attention Mechanisms
Figure 4 for Inductive Biases and Variable Creation in Self-Attention Mechanisms
Viaarxiv icon

Sparsity in Partially Controllable Linear Systems

Oct 12, 2021
Yonathan Efroni, Sham Kakade, Akshay Krishnamurthy, Cyril Zhang

Figure 1 for Sparsity in Partially Controllable Linear Systems
Figure 2 for Sparsity in Partially Controllable Linear Systems
Viaarxiv icon

Acceleration via Fractal Learning Rate Schedules

Mar 01, 2021
Naman Agarwal, Surbhi Goel, Cyril Zhang

Figure 1 for Acceleration via Fractal Learning Rate Schedules
Figure 2 for Acceleration via Fractal Learning Rate Schedules
Figure 3 for Acceleration via Fractal Learning Rate Schedules
Figure 4 for Acceleration via Fractal Learning Rate Schedules
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

Stochastic Optimization with Laggard Data Pipelines

Oct 26, 2020
Naman Agarwal, Rohan Anil, Tomer Koren, Kunal Talwar, Cyril Zhang

Figure 1 for Stochastic Optimization with Laggard Data Pipelines
Figure 2 for Stochastic Optimization with Laggard Data Pipelines
Figure 3 for Stochastic Optimization with Laggard Data Pipelines
Figure 4 for Stochastic Optimization with Laggard Data Pipelines
Viaarxiv icon