Radu Marinescu

Researcher, International Business Machines

Joined

March 2018

Names

Radu Marinescu

Emails

****@ie.ibm.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

International Business Machines (ibm.com)

2010 – Present

PhD student

Donald Bren School of Information and Computer Sciences, University of California, Irvine (ics.uci.edu)

2001 – 2008

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Branch and Bound Search for Exact MAP Inference in Credal Networks
Radu Marinescu, Fabio Cozman, Denis Mauá, Debarun Bhattacharjya, Junkyu Lee, Alexander G. Gray
- ICLR 2026 Poster
- Readers: Everyone
Interpreting LLM-as-a-Judge Policies via Verifiable Global Explanations
Jasmina Gajcin, Erik Miehling, Rahul Nair, Elizabeth M. Daly, Radu Marinescu, Seshu Tirupathi
- Submitted to ICLR 2026
- Readers: Everyone
Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models
João Pedro Arroyo, Denis Mauá, João Gabriel Barreto Rodrigues, Daniel A. E. Lawand, Junkyu Lee, Radu Marinescu, Alexander G. Gray, Eduardo Rocha Laurentino, Fabio Cozman
- CAR @UAI 2025 Poster
- Readers: Everyone
AT4TS : Autotune for Time Series Foundation Models
Shivani Tomar, Seshu Tirupathi, Radu Marinescu, Elizabeth M. Daly, Ivana Dusparic
- Accepted by TMLR
- Readers: Everyone
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
Quan Xiao, Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Nhan H Pham, Michael Glass, Junkyu Lee
- UAI 2025 Poster
- Readers: Everyone
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee, Radu Marinescu
- QUESTION Poster
- Readers: Everyone
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL by Similarity Aggregation
Debarun Bhattacharjya, Balaji Ganesan, Radu Marinescu, Katsiaryna Mirylenka, Junkyu Lee, Michael Glass, Xiao Shou
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AutoTune for Time Series Transformers using Low Rank Adaptation and Limited Discrepancy Search
Shivani Tomar, Elizabeth M. Daly, Ivana Dusparic, Seshu Tirupathi, Radu Marinescu
- Submitted to ICLR 2025
- Readers: Everyone
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano, Tigran T. Tchrakian, Radu Marinescu, Elizabeth M. Daly, Inkit Padhi, Prasanna Sattigeri
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Abductive Reasoning in Logical Credal Networks
Radu Marinescu, Junkyu Lee, Debarun Bhattacharjya, Fabio Cozman, Alexander G. Gray
- NeurIPS 2024 poster
- Readers: Everyone

View all 34 publications

Co-Authors

View all 51 co-authors