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David S Rosenberg
Data Scientist, CTO Office, Bloomberg
Joined
August 2018
Names
David S Rosenberg
(Preferred)
,
David Rosenberg
,
David S. Rosenberg
Emails
****@gmail.com
(Confirmed)
,
****@bloomberg.net
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Data Scientist
CTO Office,
Bloomberg
(bloomberg.net)
2015
–
Present
Adjunct Associate Professor
Center for Data Science,
New York University
(nyu.edu)
2015
–
2021
PhD student
Statistics Department,
University of California Berkeley
(berkeley.edu)
2002
–
2008
Advisors, Relations & Conflicts
No relations added
Expertise
reinforcement learning
2023
–
Present
LLM as a Judge
2023
–
Present
Publications
When Quotes Crumble: Detecting Transient Mechanical Liquidity Erosion in Limit Order Books
Haohan Xu
,
Jason Bohne
,
Pawel Polak
,
Yurij Baransky
,
Ajay Alva
,
Violetta Fedotova
,
Gary Kazantsev
,
David S Rosenberg
ICLR 2026 Workshop Advances in Financial AI
Readers:
Everyone
Bregman Geometry for Stochastic Online Bilevel Optimization
Jason Bohne
,
David S Rosenberg
,
Gary Kazantsev
,
Pawel Polak
Submitted to ICLR 2026
Readers:
Everyone
Evaluating the Retrieval Robustness of Large Language Models
Shuyang Cao
,
Karthik Radhakrishnan
,
David S Rosenberg
,
Steven Lu
,
Pengxiang Cheng
,
Lu Wang
,
Shiyue Zhang
Submitted to ICLR 2026
Readers:
Everyone
Evaluating the Retrieval Robustness of Large Language Models
Shuyang Cao
,
Karthik Radhakrishnan
,
David S. Rosenberg
,
Steven Lu
,
Pengxiang Cheng
,
Lu Wang
,
Shiyue Zhang
CoRR 2025
Readers:
Everyone
Online Nonconvex Bilevel Optimization with Bregman Divergences
Jason Bohne
,
David S Rosenberg
,
Gary Kazantsev
,
Pawel Polak
NeurIPS 2024 Workshop
Readers:
Everyone
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies
Jordi Armengol-Estapé
,
Lingyu Li
,
Sebastian Gehrmann
,
Achintya Gopal
,
David S Rosenberg
,
Gideon S. Mann
,
Mark Dredze
BlackboxNLP 2024
Readers:
Everyone
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies
Shiyue Zhang
,
Shijie Wu
,
Ozan Irsoy
,
Steven Lu
,
Mohit Bansal
,
Mark Dredze
,
David S. Rosenberg
Published: 01 Jan 2023, Last Modified: 27 Feb 2024
ACL (1) 2023
Readers:
Everyone
BloombergGPT: A Large Language Model for Finance
Shijie Wu
,
Ozan Irsoy
,
Steven Lu
,
Vadim Dabravolski
,
Mark Dredze
,
Sebastian Gehrmann
,
Prabhanjan Kambadur
,
David S. Rosenberg
,
Gideon Mann
Published: 01 Jan 2023, Last Modified: 27 Feb 2024
CoRR 2023
Readers:
Everyone
Dual Reinforcement-Based Specification Generation for Image De-Rendering
Ramakanth Pasunuru
,
David S. Rosenberg
,
Gideon Mann
,
Mohit Bansal
2021 (modified: 09 Sept 2021)
SDU@AAAI 2021
Readers:
Everyone
Challenges in End-to-End Neural Scientific Table Recognition
Yuntian Deng
,
David S. Rosenberg
,
Gideon Mann
ICDAR 2019
Readers:
Everyone
View all 17 publications
Co-Authors
Achintya Gopal
Ajay Alva
Ben Taskar
Berk Kapicioglu
Connie Yee
Dan Klein
Dhruv Madeka
Gary Kazantsev
Gideon Mann
Gideon S. Mann
Haohan Xu
Jason Bohne
Jordi Armengol-Estapé
Karthik Radhakrishnan
Lingyu Li
Lu Wang
Mark Dredze
Mathieu Cliche
Mohit Bansal
Ozan Irsoy
Partha Niyogi
Pawel Polak
Pengxiang Cheng
Peter L. Bartlett
Prabhanjan Kambadur
View all 39 co-authors