Ronny Luss

Research Scientist, IBM

Joined

December 2017

Names

Ronny Luss

Emails

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

,

****@gmail.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Research Scientist

IBM (us.ibm.com)

2013 – Present

PhD student

Princeton University (princeton.edu)

2004 – 2009

Advisors, Relations & Conflicts

Postdoc Advisor

Present

PhD Advisor

Alexandre d'Aspremont

Present

Postdoc Advisor

Present

Coauthor

Amit Dhurandhar

Present

Coauthor

Present

Coworker

Karthikeyan Natesan Ramamurthy

Present

Coworker

Tejaswini Pedapati

Present

Coauthor

Vijay Sadashivaiah

Present

Coworker

Present

Coauthor

Keerthiram Murugesan

Present

Expertise

Explainability

Present

Interpretability

Present

Matrix Factorization

Present

Convex Optimization

Present

Publications

Shedding Light on Time Series Classification using Interpretability Gated Networks
Yunshi Wen, Tengfei Ma, Ronny Luss, Debarun Bhattacharjya, Achille Fokoue, Anak Agung Julius
- ICLR 2025 Poster
- Readers: Everyone
CELL your Model: Contrastive Explanations for Large Language Models
Ronny Luss, Erik Miehling, Amit Dhurandhar
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
When Stability meets Sufficiency: Informative Explanations that do not Overwhelm
Ronny Luss, Amit Dhurandhar
- Accepted by TMLR
- Readers: Everyone
To Transfer or Not to Transfer: Suppressing Concepts from Source Representations
Vijay Sadashivaiah, Keerthiram Murugesan, Ronny Luss, Pin-Yu Chen, Chris Sims, James Hendler, Amit Dhurandhar
- Accepted by TMLR
- Readers: Everyone
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
Shajith Ikbal, Udit Sharma, Hima Karanam, Sumit Neelam, Ronny Luss, Dheeraj Sreedhar, Pavan Kapanipathi, Naweed Khan, Kyle Erwin, Ndivhuwo Makondo, Ibrahim Abdelaziz, Achille Fokoue, Alexander G. Gray, Maxwell Crouse, Subhajit Chaudhury, Chitra K Subramanian
- EMNLP 2023 Findings
- Readers: Everyone
Weighted Clock Logic Point Process
Ruixuan Yan, Yunshi Wen, Debarun Bhattacharjya, Ronny Luss, Tengfei Ma, Achille Fokoue, Anak Agung Julius
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Controllable Concept Transfer of Intermediate Representations
Vijay Sadashivaiah, Keerthiram Murugesan, Ronny Luss, Pin-Yu Chen, Chris R Sims, James Hendler, Amit Dhurandhar
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Interpreting Reinforcement Policies through Local Behaviors
Ronny Luss, Amit Dhurandhar, Miao Liu
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Auto-Transfer: Learning to Route Transferable Representations
Keerthiram Murugesan, Vijay Sadashivaiah, Ronny Luss, Karthikeyan Shanmugam, Pin-Yu Chen, Amit Dhurandhar
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
AI Explainability 360 Toolkit
Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang
- 2021 (modified: 05 Nov 2022)
- COMAD/CODS 2021
- Readers: Everyone

View all 18 publications

Co-Authors

View all 63 co-authors