Gautam Kunapuli
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
12
Active years
2006–2022
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | EMNLP | DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection. | Puneet Mathur, Gautam Kunapuli, Riyaz A. Bhat, Manish Shrivastava, Dinesh Manocha, Maneesh Singh |
| 2021 | AIME | Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach. | Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan |
| 2021 | COMAD | Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning. | Mayukh Das, Devendra Singh Dhami, Yang Yu, Gautam Kunapuli, Sriraam Natarajan |
| 2021 | HCI | Skill Mastery Measurement and Prediction to Adapt Instruction Strategies. | Priya Ganapathy, Lakshmi Priya Rangaraju, Gautam Kunapuli, Jacob Yadegar |
| 2021 | ILP | Non-parametric Learning of Embeddings for Relational Data Using Gaifman Locality Theorem. | Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan |
| 2019 | AAAI | Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs. | Mayukh Das, Devendra Singh Dhami, Gautam Kunapuli, Kristian Kersting, Sriraam Natarajan |
| 2019 | ILP | Neural Networks for Relational Data. | Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan |
| 2018 | IJCAI | On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach. | Sriraam Natarajan, Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac |
| 2018 | KR | Structure Learning for Relational Logistic Regression: An Ensemble Approach. | Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan |
| 2017 | ILP | Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach. | Navdeep Kaur, Gautam Kunapuli, Tushar Khot, Kristian Kersting, William Cohen, Sriraam Natarajan |
| 2015 | HCI | Development of a Smart Tutor for a Visual-Aircraft Recognition Task. | Priya Ganapathy, Ion Juvina, Tejaswi Tamminedi, Gautam Kunapuli, Matt Sherwood, Mohd Saif Usmani |
| 2015 | HCI | Neurocognitive Correlates of Learning in a Visual Object Recognition Task. | Ion Juvina, Priya Ganapathy, Matt Sherwood, Mohd Saif Usmani, Gautam Kunapuli, Tejaswi Tamminedi, Nasser H. Kashou |
| 2014 | ICDM | Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. | Shuo Yang, Tushar Khot, Kristian Kersting, Gautam Kunapuli, Kris Hauser, Sriraam Natarajan |
| 2014 | SDM | A graphical model approach to ATLAS-free mining of MRI images. | Chris S. Magnano, Ameet Soni, Sriraam Natarajan, Gautam Kunapuli |
| 2013 | ICDM | Guiding Autonomous Agents to Better Behaviors through Human Advice. | Gautam Kunapuli, Phillip Odom, Jude W. Shavlik, Sriraam Natarajan |
| 2010 | ICMLA | Multi-Agent Inverse Reinforcement Learning. | Sriraam Natarajan, Gautam Kunapuli, Kshitij Judah, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik |
| 2010 | ILP | Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. | Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik |
| 2009 | ICMLA | Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule. | Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapuli, Jude W. Shavlik |
| 2006 | IJCNN | Model Selection via Bilevel Optimization. | Kristin P. Bennett, Jing Hu, Xiaoyun Ji, Gautam Kunapuli, Jong-Shi Pang |