Chandra Reddy

Researcher, IBM Research, International Business Machines

Joined

July 2019

Names

Chandra Reddy

Emails

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

Personal Links

DBLP

Career & Education History

Researcher

IBM Research, International Business Machines (us.ibm.com)

1998 – Present

PhD student

Oregon State University (eecs.oregonstate.edu)

1992 – 1997

Advisors, Relations & Conflicts

PhD Advisor

Prasad Tadepalli

Present

PhD Advisor

Tom Dietterich

Present

Expertise

Machine Learning

Optimization

Planning

Present

Publications

TSDINO: Teacher–Student Self-Distillation Framework for Robust Pre-training of Time-Series Foundation Models
Takayuki Katsuki, Tomoya Sakai, Haoxiang Qiu, Vijay Ekambaram, Kyongmin Yeo, Arindam Jati, Sumanta Mukherjee, Subodh Kumar, Pankaj Dayama, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- Submitted to ICLR 2026
- Readers: Everyone
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series
Vijay Ekambaram, Arindam Jati, Pankaj Dayama, Sumanta Mukherjee, Nam H Nguyen, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam
- NeurIPS 2024 poster
- Readers: Everyone
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
Natalia Martinez, Dhaval C Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculin, Jayant Kalagnanam
- UAI 2024 poster
- Readers: Everyone
Towards Cognitive Automation of Data Science
Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga
- 2015 (modified: 16 Jul 2019)
- AAAI 2015
- Readers: Everyone
Learning First-Order Acyclic Horn Programs from Entailment
Chandra Reddy, Prasad Tadepalli
- 1998 (modified: 16 Jul 2019)
- ICML 1998
- Readers: Everyone
Learning Goal-Decomposition Rules Using Exercises
Chandra Reddy, Prasad Tadepalli
- 1997 (modified: 16 Jul 2019)
- AAAI/IAAI 1997
- Readers: Everyone
Learning Goal-Decomposition Rules using Exercises
Chandra Reddy, Prasad Tadepalli
- 1997 (modified: 16 Jul 2019)
- ICML 1997
- Readers: Everyone
Theory-guided Empirical Speedup Learning of Goal Decomposition Rules
Chandra Reddy, Prasad Tadepalli, Silvana Roncagliolo
- 1996 (modified: 16 Jul 2019)
- ICML 1996
- Readers: Everyone

Co-Authors

View all 30 co-authors