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Career

· Senior Machine Learning Scientist, Biophysics, Prescient Design / Genentech2024–2025
· PhD student in machine learning, UC Berkeley2018–2023

Publications (20)

Carbon Emissions and Large Neural Network Training
arXiv.org · 2021
926
cited
FetchSGD: Communication-Efficient Federated Learning with Sketching
International Conference on Machine Learning · 2020
413
cited
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
Computer · 2022
357
cited
Communication-efficient distributed SGD with Sketching
Neural Information Processing Systems · 2019
220
cited
Strongly lensed SNe Ia in the era of LSST: observing cadence for lens discoveries and time-delay measurements
Astronomy & Astrophysics · 2019
41
cited
C5T5: Controllable Generation of Organic Molecules with Transformers
arXiv.org · 2021
32
cited
SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis
arXiv.org · 2020
27
cited
Optimizing the LSST Observing Strategy for Dark Energy Science : DESC Recommendations for the Wide-Fast-Deep Survey
2018
24
cited
The Impact of Observing Strategy on Cosmological Constraints with LSST
Astrophysical Journal Supplement Series · 2021
18
cited
Optimizing the LSST Observing Strategy for Dark Energy Science: DESC Recommendations for the Deep Drilling Fields and other Special Programs
2018
14
cited
ALTSched: Improved Scheduling for Time-domain Science with LSST
Publications of the Astronomical Society of the Pacific · 2019
4
cited
Automatically Determining Versions of Scholarly Articles
2017
2
cited
Investigating the behavior of diffusion models for accelerating electronic structure calculations
Chemical Science · 2023
2
cited
Workflow management Automatically Determining Versions of Scholarly Articles
2017
1
cited
Accelerating Electronic Structure Calculations with Machine Learning
2023
An Empirical Exploration of Gradient Correlations in Deep Learning
2018
Automatically Determining Versions of
2017
C 2 RBench: A Chinese Complex Reasoning Benchmark for Large Language Models
Finding Fraudulent Websites Using Twitter Streams
2015
The LSST Dark Energy Science Collaboration Cadence Note
2021
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