Osbert Bastani

Osbert Bastani

University of Pennsylvania

H-index: 31

North America-United States

About Osbert Bastani

Osbert Bastani, With an exceptional h-index of 31 and a recent h-index of 31 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Machine Learning, Artificial Intelligence, Programming Languages, Security.

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

Optimal Program Synthesis via Abstract Interpretation

Uncertainty in Language Models: Assessment through Rank-Calibration

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

Generative Adversarial Bayesian Optimization for Surrogate Objectives

Advancing Glaucoma Care: Integrating Artificial Intelligence in Diagnosis, Management, and Progression Detection

Improved modeling of RNA-binding protein motifs in an interpretable neural model of RNA splicing

Synthesizing trajectory queries from examples

SPARLING: learning latent representations with extremely sparse activations

Osbert Bastani Information

University

Position

___

Citations(all)

3840

Citations(since 2020)

3476

Cited By

1218

hIndex(all)

31

hIndex(since 2020)

31

i10Index(all)

56

i10Index(since 2020)

53

Email

University Profile Page

University of Pennsylvania

Google Scholar

View Google Scholar Profile

Osbert Bastani Skills & Research Interests

Machine Learning

Artificial Intelligence

Programming Languages

Security

Top articles of Osbert Bastani

Title

Journal

Author(s)

Publication Date

Optimal Program Synthesis via Abstract Interpretation

Proceedings of the ACM on Programming Languages

Stephen Mell

Steve Zdancewic

Osbert Bastani

2024/1/5

Uncertainty in Language Models: Assessment through Rank-Calibration

arXiv preprint arXiv:2404.03163

Xinmeng Huang

Shuo Li

Mengxin Yu

Matteo Sesia

Hamed Hassani

...

2024/4/4

DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

arXiv preprint arXiv:2403.12945

Alexander Khazatsky

Karl Pertsch

Suraj Nair

Ashwin Balakrishna

Sudeep Dasari

...

2024/3/19

Generative Adversarial Bayesian Optimization for Surrogate Objectives

arXiv preprint arXiv:2402.06532

Michael S Yao

Yimeng Zeng

Hamsa Bastani

Jacob Gardner

James C Gee

...

2024/2/9

Advancing Glaucoma Care: Integrating Artificial Intelligence in Diagnosis, Management, and Progression Detection

Yan Zhu

Rebecca Salowe

Caven Chow

Shuo Li

Osbert Bastani

...

2024/1/26

Improved modeling of RNA-binding protein motifs in an interpretable neural model of RNA splicing

Genome Biology

Kavi Gupta

Chenxi Yang

Kayla McCue

Osbert Bastani

Phillip A Sharp

...

2024/1/16

Synthesizing trajectory queries from examples

Stephen Mell

Favyen Bastani

Steve Zdancewic

Osbert Bastani

2023/7/17

SPARLING: learning latent representations with extremely sparse activations

arXiv preprint arXiv:2302.01976

Kavi Gupta

Osbert Bastani

Armando Solar-Lezama

2023/2/3

{ACon^ 2}: Adaptive Conformal Consensus for Provable Blockchain Oracles

Sangdon Park

Osbert Bastani

Taesoo Kim

2023

Policy synthesis and reinforcement learning for discounted LTL

Rajeev Alur

Osbert Bastani

Kishor Jothimurugan

Mateo Perez

Fabio Somenzi

...

2023/5/26

PAC prediction sets under label shift

arXiv preprint arXiv:2310.12964

Wenwen Si

Sangdon Park

Insup Lee

Edgar Dobriban

Osbert Bastani

2023/10/19

TRAC: Trustworthy Retrieval Augmented Chatbot

arXiv preprint arXiv:2307.04642

Shuo Li

Sangdon Park

Insup Lee

Osbert Bastani

2023/7/7

Vip: Towards universal visual reward and representation via value-implicit pre-training

Yecheng Jason Ma

Shagun Sodhani

Dinesh Jayaraman

Osbert Bastani

Vikash Kumar

...

2023

Inverse Protein Folding Using Deep Bayesian Optimization

arXiv preprint arXiv:2305.18089

Natalie Maus

Yimeng Zeng

Daniel Allen Anderson

Phillip Maffettone

Aaron Solomon

...

2023/5/25

TFQP1: Specification-Guided Reinforcement Learning

Rajeev Alur

Suguman Bansal

Osbert Bastani

Kishor Jothimurugan

2023

Eureka: Human-level reward design via coding large language models

arXiv preprint arXiv:2310.12931

Yecheng Jason Ma

William Liang

Guanzhi Wang

De-An Huang

Osbert Bastani

...

2023/10/19

Liv: Language-image representations and rewards for robotic control

Yecheng Jason Ma

Vikash Kumar

Amy Zhang

Osbert Bastani

Dinesh Jayaraman

2023/7/3

Uniformly conservative exploration in reinforcement learning

Wanqiao Xu

Yecheng Ma

Kan Xu

Hamsa Bastani

Osbert Bastani

2023/4/11

Angelic patches for improving third-party object detector performance

Wenwen Si

Shuo Li

Sangdon Park

Insup Lee

Osbert Bastani

2023

Universal Visual Decomposer: Long-Horizon Manipulation Made Easy

arXiv preprint arXiv:2310.08581

Zichen Zhang

Yunshuang Li

Osbert Bastani

Abhishek Gupta

Dinesh Jayaraman

...

2023/10/12

See List of Professors in Osbert Bastani University(University of Pennsylvania)

Co-Authors

H-index: 95
Percy Liang

Percy Liang

Stanford University

H-index: 86
Alex Aiken

Alex Aiken

Stanford University

H-index: 16
Liangliang Xiao

Liangliang Xiao

Frostburg State University

H-index: 16
Hamsa Bastani

Hamsa Bastani

University of Pennsylvania

H-index: 14
Leonidas Lampropoulos

Leonidas Lampropoulos

University of Maryland

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