Hootan Nakhost

According to our database, Hootan Nakhost authored at least 23 papers between 2005 and 2024.

Collaborative distances:

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

2024

Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization.

Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Sercan Ö. Arik

CoRR, 2024

TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents.

James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan Ö. Arik, Yan Liu, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL.

Ruoxi Sun, Sercan Ö. Arik, Hootan Nakhost, Hanjun Dai, Rajarishi Sinha, Pengcheng Yin, Tomas Pfister

CoRR, 2023

Universal Self-Adaptive Prompting.

Xingchen Wan, Ruoxi Sun, Hootan Nakhost, Hanjun Dai, Julian Eisenschlos, Sercan Ö. Arik, Tomas Pfister

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data.

Ruoxi Sun, Sercan Ö. Arik, Rajarishi Sinha, Hootan Nakhost, Hanjun Dai, Pengcheng Yin, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes.

Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Controlling Commercial Cooling Systems Using Reinforcement Learning.

Jerry Luo, Cosmin Paduraru, Octavian Voicu, Yuri Chervonyi, Scott Munns, Jerry Li, Crystal Qian, Praneet Dutta, Jared Quincy Davis, Ningjia Wu, Xingwei Yang, Chu-Ming Chang, Ted Li, Rob Rose, Mingyan Fan, Hootan Nakhost, Tinglin Liu, Brian Kirkman, Frank Altamura, Lee Cline, Patrick Tonker, Joel Gouker, Dave Uden, Warren Buddy Bryan, Jason Law, Deeni Fatiha, Neil Satra, Juliet Rothenberg, Molly Carlin, Satish Tallapaka, Sims Witherspoon, David Parish, Peter Dolan, Chenyu Zhao, Daniel J. Mankowitz

CoRR, 2022

2021

Learning and Evaluating a Differentially Private Pre-trained Language Model.

Shlomo Hoory, Amir Feder, Avichai Tendler, Sofia Erell, Alon Peled-Cohen, Itay Laish, Hootan Nakhost, Uri Stemmer, Ayelet Benjamini, Avinatan Hassidim, Yossi Matias

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Interpretable Sequence Learning for COVID-19 Forecasting.

Sercan Ömer Arik, Chun-Liang Li, Jinsung Yoon, Rajarishi Sinha, Arkady Epshteyn, Long T. Le, Vikas Menon, Shashank Singh, Leyou Zhang, Nate Yoder, Martin Nikoltchev, Yash Sonthalia, Hootan Nakhost, Elli Kanal, Tomas Pfister

CoRR, 2020

Interpretable Sequence Learning for Covid-19 Forecasting.

Sercan Ömer Arik, Chun-Liang Li, Jinsung Yoon, Rajarishi Sinha, Arkady Epshteyn, Long T. Le, Vikas Menon, Shashank Singh, Leyou Zhang, Martin Nikoltchev, Yash Sonthalia, Hootan Nakhost, Elli Kanal, Tomas Pfister

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2014

Towards a theory of random walk planning: Regress factors, fair homogeneous graphs and extensions.

Hootan Nakhost, Martin Müller

AI Commun., 2014

2013

Towards a Second Generation Random Walk Planner: An Experimental Exploration.

Hootan Nakhost, Martin Müller

Proceedings of the IJCAI 2013, 2013

2012

A Theoretical Framework for Studying Random Walk Planning.

Hootan Nakhost, Martin Müller

Proceedings of the Fifth Annual Symposium on Combinatorial Search, 2012

ArvandHerd: Parallel Planning with a Portfolio.

Richard Anthony Valenzano, Hootan Nakhost, Martin Müller, Jonathan Schaeffer, Nathan R. Sturtevant

Proceedings of the ECAI 2012, 2012

Planning Via Random Walk-Driven Local Search.

Fan Xie, Hootan Nakhost, Martin Müller

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

Resource-Constrained Planning: A Monte Carlo Random Walk Approach.

Hootan Nakhost, Jörg Hoffmann, Martin Müller

Proceedings of the Twenty-Second International Conference on Automated Planning and Scheduling, 2012

2011

A Local Monte Carlo Tree Search Approach in Deterministic Planning.

Fan Xie, Hootan Nakhost, Martin Müller

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Improving Local Search for Resource-Constrained Planning.

Hootan Nakhost, Jörg Hoffmann, Martin Müller

Proceedings of the Third Annual Symposium on Combinatorial Search, 2010

Action Elimination and Plan Neighborhood Graph Search: Two Algorithms for Plan Improvement.

Hootan Nakhost, Martin Müller

Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

2009

Monte-Carlo Exploration for Deterministic Planning.

Hootan Nakhost, Martin Müller

Proceedings of the IJCAI 2009, 2009

2007

Integrating Module Checking and Deduction in a Formal Proof for the Perlman Spanning Tree Protocol (STP).

Hossein Hojjat, Hootan Nakhost, Marjan Sirjani

J. Univers. Comput. Sci., 2007

Integration of Symmetry and Macro-operators in Planning.

Amirali Houshmandan, Gholamreza Ghassem-Sani, Hootan Nakhost

Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

2005

Formal Verification of the IEEE 802.1D Spanning Tree Protocol Using Extended <i>R</i>ebeca.

Hossein Hojjat, Hootan Nakhost, Marjan Sirjani

Proceedings of the First IPM International Workshop on Foundations of Software Engineering, 2005