Phillip Odom

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 19

Top Topics

Transfer Learning

Probabilistic Logic

Top Venues

Publications

Siwen Yan, Phillip Odom, Sriraam Natarajan
Knowledge-based Refinement of Scientific Publication Knowledge Graphs. CoRR (2023)
Nandini Ramanan, Phillip Odom, Kristian Kersting, Sriraam Natarajan
Active Feature Acquisition via Human Interaction in Relational domains. COMAD/CODS (2023)
Siwen Yan, Phillip Odom, Rahul Pasunuri, Kristian Kersting, Sriraam Natarajan
Learning with privileged and sensitive information: a gradient-boosting approach. Frontiers Artif. Intell. 6 (2023)
Nandini Ramanan, Phillip Odom, Erik Blasch, Kristian Kersting, Sriraam Natarajan
Relational Active Feature Elicitation for DDDAS. DDDAS (2022)
Harsha Kokel, Phillip Odom, Shuo Yang, Sriraam Natarajan
A Unified Framework for Knowledge Intensive Gradient Boosting: Leveraging Human Experts for Noisy Sparse Domains. AAAI (2020)
Raksha Kumaraswamy, Nandini Ramanan, Phillip Odom, Sriraam Natarajan
Interactive Transfer Learning in Relational Domains. Künstliche Intell. 34 (2) (2020)
Alexander L. Hayes, Mayukh Das, Phillip Odom, Sriraam Natarajan
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams. CoRR (2019)
Yen-Chang Hsu, Zhaoyang Lv, Joel Schlosser, Phillip Odom, Zsolt Kira
Multi-class Classification without Multi-class Labels. CoRR (2019)
Yen-Chang Hsu, Zhaoyang Lv, Joel Schlosser, Phillip Odom, Zsolt Kira
Multi-class classification without multi-class labels. ICLR (Poster) (2019)
Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan
Planning with actively eliciting preferences. Knowl. Based Syst. 165 (2019)
Phillip Odom, Raymond Hebard, Stephen Lee-Urban
HuManIC: human machine interpretive control. IUI Companion (2019)
Phillip Odom, Sriraam Natarajan
Human-Guided Learning for Probabilistic Logic Models. Frontiers Robotics AI 5 (2018)
Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan
Preference-Guided Planning: An Active Elicitation Approach. CoRR (2018)
Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan
Preference-Guided Planning: An Active Elicitation Approach. AAMAS (2018)
Yen-Chang Hsu, Zhaoyang Lv, Joel Schlosser, Phillip Odom, Zsolt Kira
A probabilistic constrained clustering for transfer learning and image category discovery. CoRR (2018)
Alexander L. Hayes, Mayukh Das, Phillip Odom, Sriraam Natarajan
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams. K-CAP (2017)
Phillip Odom, Sriraam Natarajan
Actively Interacting with Experts: A Probabilistic Logic Approach. ECML/PKDD (2) (2016)
Phillip Odom, Sriraam Natarajan
Active Advice Seeking for Inverse Reinforcement Learning. AAMAS (2016)
Phillip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan
Learning Through Advice-Seeking via Transfer. ILP (2016)
Phillip Odom, Sriraam Natarajan
Active Advice Seeking for Inverse Reinforcement Learning. AAAI (2015)
Phillip Odom, Vishal Bangera, Tushar Khot, David Page, Sriraam Natarajan
Extracting Adverse Drug Events from Text Using Human Advice. AIME (2015)
Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan
Transfer Learning via Relational Type Matching. ICDM (2015)
Phillip Odom, Tushar Khot, Sriraam Natarajan
Learning Probabilistic Logic Models with Human Advice. AAAI Spring Symposia (2015)
Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan
Knowledge-Based Probabilistic Logic Learning. AAAI (2015)
Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli
Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. ILP (2013)
Gautam Kunapuli, Phillip Odom, Jude W. Shavlik, Sriraam Natarajan
Guiding Autonomous Agents to Better Behaviors through Human Advice. ICDM (2013)
Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli
Accelarating Imitation Learning in Relational Domains via Transfer by Initialization. StarAI@UAI (2012)