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Career

· Research Scientist, Semantic Machines
· PhD in Computer Science, UC Berkeley

Publications (131)

Llama 2: Open Foundation and Fine-Tuned Chat Models
arXiv.org · 2023
15,617
cited
The Llama 3 Herd of Models
2024
12,282
cited
GPT-4o System Card
arXiv.org · 2024
2,980
cited
Communication-efficient algorithms for statistical optimization
IEEE Conference on Decision and Control · 2012
600
cited
Divide and conquer kernel ridge regression: a distributed algorithm with minimax optimal rates
Journal of machine learning research · 2013
398
cited
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
Neural Information Processing Systems · 2013
279
cited
A Hitting Time Analysis of Stochastic Gradient Langevin Dynamics
Annual Conference Computational Learning Theory · 2017
244
cited
Pd-catalytic in situ generation of H2O2 from H2 and O2 produced by water electrolysis for the efficient electro-fenton degradation of rhodamine B.
Environmental Science and Technology · 2011
208
cited
Discussion of the CO2 corrosion mechanism between low partial pressure and supercritical condition
2012
200
cited
Streptococcus thermophilus inhibits colorectal tumorigenesis through secreting β-galactosidase.
Gastroenterology · 2020
189
cited
Task-Oriented Dialogue as Dataflow Synthesis
Transactions of the Association for Computational Linguistics · 2020
171
cited
Strong, Thermally Superinsulating Biopolymer-Silica Aerogel Hybrids by Cogelation of Silicic Acid with Pectin.
Angewandte Chemie · 2015
167
cited
Fabrication of gelatin-TiO2 nanocomposite film and its structural, antibacterial and physical properties.
International Journal of Biological Macromolecules · 2016
146
cited
Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences
Neural Information Processing Systems · 2016
143
cited
Lower bounds on the performance of polynomial-time algorithms for sparse linear regression
Annual Conference Computational Learning Theory · 2014
134
cited
The Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Large-scale structure catalogues for cosmological analysis
Monthly notices of the Royal Astronomical Society · 2020
114
cited
Differentiated stimulating effects of activated carbon on methanogenic degradation of acetate, propionate and butyrate
Waste Management · 2018
105
cited
Defending against Whitebox Adversarial Attacks via Randomized Discretization
International Conference on Artificial Intelligence and Statistics · 2019
77
cited
Facile One-Pot Synthesis of Mechanically Robust Biopolymer–Silica Nanocomposite Aerogel by Cogelation of Silicic Acid with Chitosan in Aqueous Media
2016
72
cited
Optimality guarantees for distributed statistical estimation
2014
67
cited
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