Shengjia Zhao

Shengjia Zhao

Stanford University

H-index: 20

North America-United States

About Shengjia Zhao

Shengjia Zhao, With an exceptional h-index of 20 and a recent h-index of 20 (since 2020), a distinguished researcher at Stanford University, specializes in the field of ChatGPT, Large models, Alignment.

His recent articles reflect a diverse array of research interests and contributions to the field:

Gpt-4 technical report

Generalizing bayesian optimization with decision-theoretic entropies

Online distribution shift detection via recency prediction

Local calibration: Metrics and recalibration

Modular conformal calibration

Sample-efficient safety assurances using conformal prediction

Low-Degree Multicalibration

Uncertainty and Information for Machine Learning Powered Decision-Making

Shengjia Zhao Information

University

Position

___

Citations(all)

2782

Citations(since 2020)

2640

Cited By

885

hIndex(all)

20

hIndex(since 2020)

20

i10Index(all)

26

i10Index(since 2020)

26

Email

University Profile Page

Google Scholar

Shengjia Zhao Skills & Research Interests

ChatGPT

Large models

Alignment

Top articles of Shengjia Zhao

Generalizing bayesian optimization with decision-theoretic entropies

Advances in Neural Information Processing Systems

2022/12/6

Online distribution shift detection via recency prediction

arXiv preprint arXiv:2211.09916

2022/11/17

Modular conformal calibration

2022/6/28

Sample-efficient safety assurances using conformal prediction

2022/6/22

Low-Degree Multicalibration

2022/6/28

Shengjia Zhao
Shengjia Zhao

H-Index: 12

Uncertainty and Information for Machine Learning Powered Decision-Making

2022

Shengjia Zhao
Shengjia Zhao

H-Index: 12

Comparing distributions by measuring differences that affect decision making

International Conference on Learning Representations

2022/1

Mobility network reveals the impact of geographic vaccination heterogeneity on COVID-19

medRxiv

2021/10/27

Provably Calibrated Regression Under Distribution Drift

2021/10/6

Shengjia Zhao
Shengjia Zhao

H-Index: 12

Stefano Ermon
Stefano Ermon

H-Index: 38

H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure

2021/10/6

Calibrating Predictions to Decisions: A Novel Approach to Multi-Class Calibration

Advances in Neural Information Processing Systems

2021/12/6

Reliable Decisions with Threshold Calibration

Advances in Neural Information Processing Systems

2021/12/6

Improved autoregressive modeling with distribution smoothing

arXiv preprint arXiv:2103.15089

2021/3/28

Right decisions from wrong predictions: A mechanism design alternative to individual calibration

2021/3/18

Shengjia Zhao
Shengjia Zhao

H-Index: 12

Stefano Ermon
Stefano Ermon

H-Index: 38

Domain adaptive imitation learning

2020/11/21

H-divergence: A Decision-Theoretic Probability Discrepancy Measure

2020/10/2

Adaptive hashing for model counting

2020/8/6

Individual Calibration with Randomized Forecasting

2020/11/21

See List of Professors in Shengjia Zhao University(Stanford University)

Co-Authors

academic-engine