Kiran Kate

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 21

Top Topics

Ensemble Pruning

Intelligent Behavior

Information Gathering

Machine Learning

Top Venues

Publications

Karl Munson, Chih-Kai Ting, Serenity Wade, Anish Savla, Julian Dolby, Kiran Kate, Kavitha Srinivas
Out of style: Misadventures with LLMs and code style transfer. CoRR (2024)
Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel
AI for Low-Code for AI. IUI (2024)
Chih-Kai Ting, Karl Munson, Serenity Wade, Anish Savla, Kiran Kate, Kavitha Srinivas
CodeStylist: A System for Performing Code Style Transfer Using Neural Networks. AAAI (2023)
Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel
AI for Low-Code for AI. CoRR (2023)
Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar
Searching for Fairer Machine Learning Ensembles. AutoML (2023)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) (2023)
KirshnaTeja Killamsetty, Alexandre V. Evfimievski, Tejaswini Pedapati, Kiran Kate, Lucian Popa, Rishabh K. Iyer
MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning. CoRR (2023)
Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar
An Empirical Study of Modular Bias Mitigators and Ensembles. CoRR (2022)
Michael Feffer, Martin Hirzel, Samuel C. Hoffman, Kiran Kate, Parikshit Ram, Avraham Shinnar
Navigating Ensemble Configurations for Algorithmic Fairness. CoRR (2022)
Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar, Jason Tsay
Gradual AutoML using Lale. KDD (2022)
Karl Munson, Anish Savla, Chih-Kai Ting, Serenity Wade, Kiran Kate, Kavitha Srinivas
Exploring Code Style Transfer with Neural Networks. CoRR (2022)
Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li
AutoText: An End-to-End AutoAI Framework for Text. AAAI (2021)
Guillaume Baudart, Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar, Jason Tsay
Pipeline Combinators for Gradual AutoML. NeurIPS (2021)
Grady Booch, Francesco Fabiano, Lior Horesh, Kiran Kate, Jonathan Lenchner, Nick Linck, Andrea Loreggia, Keerthiram Murugesan, Nicholas Mattei, Francesca Rossi, Biplav Srivastava
Thinking Fast and Slow in AI. AAAI (2021)
Grady Booch, Francesco Fabiano, Lior Horesh, Kiran Kate, Jon Lenchner, Nick Linck, Andrea Loreggia, Keerthiram Murugesan, Nicholas Mattei, Francesca Rossi, Biplav Srivastava
Thinking Fast and Slow in AI. CoRR (2020)
Guillaume Baudart, Martin Hirzel, Kiran Kate, Parikshit Ram, Avraham Shinnar
Lale: Consistent Automated Machine Learning. CoRR (2020)
Guillaume Baudart, Peter D. Kirchner, Martin Hirzel, Kiran Kate
Mining Documentation to Extract Hyperparameter Schemas. CoRR (2020)
Martin Hirzel, Kiran Kate, Avraham Shinnar, Subhrajit Roy, Parikshit Ram
Type-Driven Automated Learning with Lale. CoRR (2019)
Guillaume Baudart, Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar
Machine learning in Python with no strings attached. MAPL@PLDI (2019)
Subhrajit Roy, Kiran Kate, Martin Hirzel
A semi-supervised deep learning algorithm for abnormal EEG identification. CoRR (2019)
Guillaume Baudart, Martin Hirzel, Kiran Kate, Louis Mandel, Avraham Shinnar
Yaps: Python Frontend to Stan. CoRR (2018)
Kiran Kate, Sneha Chaudhari, Andy Prapanca, Jayant Kalagnanam
FoodSIS: a text mining system to improve the state of food safety in singapore. KDD (2014)
Kiran Kate, Andy Prapanca, Jayant Kalagnanam
InfoSuggest: A System for Automated Information Gathering: With a Real-World Case Study. SRII Global Conference (2014)
Kiran Kate, Sumit Negi, Jayant Kalagnanam
Monitoring Food Safety Violation Reports from Internet Forums. MIE (2014)
Jayanta Basak, Kiran Kate, Vivek Tyagi, Nalini K. Ratha
A Gradient Descent Approach for Multi-modal Biometric Identification. ICPR (2010)
Jayanta Basak, Kiran Kate, Vivek Tyagi, Nalini K. Ratha
QPLC: A novel multimodal biometric score fusion method. CVPR Workshops (2010)
Kiran Kate, Balaraman Ravindran
Epsilon Equitable Partition: A positional analysis method for large social networks. COMAD (2009)