Chandra Reddy

According to our database, Chandra Reddy authored at least 22 papers between 1996 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Revisiting the Generic Transformer: Deconstructing a Strong Baseline for Time Series Foundation Models.

Yunshi Wen, Wesley M. Gifford, Chandra Reddy, Lam M. Nguyen, Jayant Kalagnanam, Anak Agung Julius

CoRR, February, 2026

2024

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series.

Vijay Ekambaram, Arindam Jati, Nam H. Nguyen, Pankaj Dayama, Chandra Reddy, Wesley M. Gifford, Jayant Kalagnanam

CoRR, 2024

Identifying Homogeneous and Interpretable Groups for Conformal Prediction.

Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculín, Jayant Kalagnanam

Proceedings of the Uncertainty in Artificial Intelligence, 2024

Multi-polytope Machine for Classification.

Dzung T. Phan, Lam M. Nguyen, Jayant Kalagnanam, Chandra Reddy

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

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 Nguyen, Wesley M. Gifford, Chandra Reddy, Jayant Kalagnanam

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Interpretable Clustering via Multi-Polytope Machines.

Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Asset Modeling using Serverless Computing.

Srideepika Jayaraman, Chandra Reddy, Elham Khabiri, Dhaval Patel, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph.

Dhaval Patel, Shrey Shrivastava, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam, Chandra Reddy

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Providing Cooperative Data Analytics for Real Applications Using Machine Learning.

Arun Iyengar, Jayant Kalagnanam, Dhaval Patel, Chandra Reddy, Shrey Shrivastava

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2015

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

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2013

Snappy: A Simple Algorithm Portfolio.

Horst Samulowitz, Chandra Reddy, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2013, 2013

2012

Guiding Combinatorial Optimization with UCT.

Ashish Sabharwal, Horst Samulowitz, Chandra Reddy

Proceedings of the Integration of AI and OR Techniques in Contraint Programming for Combinatorial Optimzation Problems, 2012

2011

Modeling and simulation of building energy performance for portfolios of public buildings.

Young M. Lee, Fei Liu, Lianjun An, Huijing Jiang, Chandra Reddy, Raya Horesh, Paul Nevill, Estepan Meliksetian, Pawan Chowdhary, Nat Mills, Young Tae Chae, Jane L. Snowdon, Jayant Kalagnanam, Joe Emberson, Al Paskevicous, Elliott Jeyaseelan, Robert Forest, Chris Cuthbert, Tony Cupido, Michael Bobker, Janine Belfast

Proceedings of the Winter Simulation Conference 2011, 2011

2007

Production design for plate products in the steel industry.

Sanjeeb Dash, Jayant Kalagnanam, Chandra Reddy, Sang Hwa Song

IBM J. Res. Dev., 2007

An Application of Constraint Programming to Generating Detailed Operations Schedules for Steel Manufacturing.

Andrew J. Davenport, Jayant Kalagnanam, Chandra Reddy, Stuart Siegel, John Hou

Proceedings of the Principles and Practice of Constraint Programming, 2007

2004

The Slab-Design Problem in the Steel Industry.

Milind Dawande, Jayant Kalagnanam, Ho Soo Lee, Chandra Reddy, Stuart Siegel, Mark Trumbo

Interfaces, 2004

Finishing Line Scheduling in the steel industry.

Hiroyuki Okano, Andrew J. Davenport, Mark Trumbo, Chandra Reddy, Kunikazu Yoda, Masami Amano

IBM J. Res. Dev., 2004

1999

Learning Horn Definitions: Theory and an Application to Planning.

Chandra Reddy, Prasad Tadepalli

New Gener. Comput., 1999

1998

Learning First-Order Acyclic Horn Programs from Entailment.

Chandra Reddy, Prasad Tadepalli

Proceedings of the Inductive Logic Programming, 8th International Workshop, 1998

1997

Learning Horn Definitions with Equivalence and Membership Queries.

Chandra Reddy, Prasad Tadepalli

Proceedings of the Inductive Logic Programming, 7th International Workshop, 1997

Learning Goal-Decomposition Rules Using Exercises.

Chandra Reddy, Prasad Tadepalli

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Theory-guided Empirical Speedup Learning of Goal Decomposition Rules.

Chandra Reddy, Prasad Tadepalli, Silvana Roncagliolo

Proceedings of the Machine Learning, 1996