Jerry Li

发表

QSGD: Communication-Optimal Stochastic Gradient Descent, with Applications to Training Neural Networks

Dan Alistarh, Jerry Li, Ryota Tomioka, 2016, 1610.02132.

QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent pdf

Dan Alistarh, Jerry Li, Ryota Tomioka, 2016, ArXiv.

ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning

Dan Alistarh, Jerry Li, Ji Liu, 2017, ICML.

Being Robust (in High Dimensions) Can Be Practical pdf

Jerry Li, Daniel M. Kane, Ankur Moitra, 2017, ICML.

Robustly Learning a Gaussian: Getting Optimal Error, Efficiently pdf

Jerry Li, Daniel M. Kane, Ankur Moitra, 2017, SODA.

Within the fold: assessing differential expression measures and reproducibility in microarray assays

Jerry Li, I. Yang, Emily Chen, 2002, Genome Biology.

The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning

Dan Alistarh, Jerry Li, Ce Zhang, 2016, ICML 2017.

Computationally Efficient Robust Sparse Estimation in High Dimensions

Jerry Li, Sivaraman Balakrishnan, Aarti Singh, 2017, COLT.

Mixture models, robustness, and sum of squares proofs

Jerry Li, Samuel B. Hopkins, Jerry Li, 2017, STOC.

Robust and Proper Learning for Mixtures of Gaussians via Systems of Polynomial Inequalities

Jerry Li, Ludwig Schmidt, Jerry Li, 2017, COLT.

Privately Learning High-Dimensional Distributions pdf

Jerry Li, Jonathan Ullman, Gautam Kamath, 2018, COLT.

Exact Model Counting of Query Expressions

Jerry Li, Dan Suciu, Paul Beame, 2017, ACM Trans. Database Syst..

Web-Based Tools for Learning Object Evaluation

Jerry Li, John C. Nesbit, Jerry Li, 2004 .

Sever: A Robust Meta-Algorithm for Stochastic Optimization

Jerry Li, Daniel M. Kane, Ilias Diakonikolas, 2018, ICML.

SprayLists : Provably Correct Approximate Priority Queues in a Shared Memory Setting

Jerry Li, 2013 .

Is that asthma or something else? Je li to astma ili nešto drugo?

Jerry Li, E. Jusufović, nešto drugo, 2021 .

PERSPECTIVES ON EVALUATING ASYNCHRONOUS LEARNING NETWORKS (ALN) SYSTEM

Jerry Li, Fang Yang, Jerry Li, 2004 .

Hospital readmissions for patients with mental illness in Canada.

Jerry Li, Helen Zhao, Nawaf Madi, 2007, Healthcare quarterly.

Acute 5-HT7 receptor activation increases NMDA-evoked currents and differentially alters NMDA receptor subunit phosphorylation and trafficking in hippocampal neurons

Jerry Li, J. Macdonald, M. F. Jackson, 2013, Molecular Brain.

E3 ligase autoinhibition by C-degron mimicry maintains C-degron substrate fidelity.

Jerry Li, S. Elledge, Taosheng Chen, 2023, Molecular cell.

Fast Algorithms for Segmented Regression

Jerry Li, Ilias Diakonikolas, Ludwig Schmidt, 2016, ICML.

What are the financial barriers to medical care among the poor, the sick and the disabled in the Special Administrative Region of China?

Jerry Li, R. Chung, G. K. Chung, 2018, PloS one.

Spectral Signatures in Backdoor Attacks

Jerry Li, Aleksander Madry, Brandon Tran, 2018, NeurIPS.

Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Jerry Li, Dan Iter, Y. Lee, 2023, ArXiv.

REAP: A Large-Scale Realistic Adversarial Patch Benchmark

Jerry Li, Nabeel Hingun, Chawin Sitawarin, 2022, ArXiv.

How Hard Is Robust Mean Estimation? pdf

Jerry Li, Samuel B. Hopkins, Jerry Li, 2019, COLT.

Query lower bounds for log-concave sampling

Jaume de Dios Pont, Jerry Li, Shyam Narayanan, 2023, ArXiv.

On the Limitations of First-Order Approximation in GAN Dynamics

Jerry Li, Aleksander Madry, John Peebles, 2017, ICML.

The SprayList: a scalable relaxed priority queue

Dan Alistarh, Justin Kopinsky, Jerry Li, 2015, PPoPP.

The Power of Choice in Priority Scheduling

Dan Alistarh, Jerry Li, Justin Kopinsky, 2017, PODC.

Marinopyrrole Derivatives as Potential Antibiotic Agents against Methicillin-Resistant Staphylococcus aureus (II)

Jerry Li, Yan Liu, Rongshi Li, 2013, Marine Drugs.

Sample Efficient Toeplitz Covariance Estimation

Yonina C. Eldar, Jerry Li, Cameron Musco, 2019, SODA.

REAP: A Large-Scale Realistic Adversarial Patch Benchmark

Jerry Li, Nabeel Hingun, Chawin Sitawarin, 2022, ArXiv.

Towards Understanding the Dynamics of Generative Adversarial Networks pdf

Jerry Li, Aleksander Madry, John Peebles, 2017, ArXiv.

Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms pdf

Jerry Li, Ilias Diakonikolas, Ludwig Schmidt, 2018, COLT.

Automatic Prompt Optimization with "Gradient Descent" and Beam Search

Jerry Li, Dan Iter, Y. Lee, 2023, EMNLP.

Query lower bounds for log-concave sampling

Jaume de Dios Pont, Jerry Li, Shyam Narayanan, 2023, 2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS).

QSGD: Communication-Optimal Stochastic Gradient Descent, with Applications to Training Neural Networks

Dan Alistarh, Demjan Grubic, Jerry Li, 2016, 1610.02132.

Robust Sparse Estimation Tasks in High Dimensions pdf

Jerry Li, Jerry Li, 2017, ArXiv.