Nathan Beck

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Human Interactions

Active Learning

Subset Selection

Top Venues

Publications

Nathan Beck, Krishnateja Killamsetty, Suraj Kothawade, Rishabh K. Iyer
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification. WACV (2024)
Nathan Beck, Truong Pham, Rishabh K. Iyer
Theoretical Analysis of Submodular Information Measures for Targeted Data Subset Selection. CoRR (2024)
Nathan Beck, Adithya Iyer, Rishabh K. Iyer
STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning. CoRR (2024)
Nathan Beck, Krishnateja Killamsetty, Suraj Kothawade, Rishabh K. Iyer
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification. CoRR (2023)
Nathan Beck, Suraj Kothawade, Pradeep Shenoy, Rishabh K. Iyer
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings. CoRR (2023)
Nathan Beck, Abhiramon Rajasekharan, Hieu Tran
Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations. CoRR (2022)
Nathan Beck, Durga Sivasubramanian, Apurva Dani, Ganesh Ramakrishnan, Rishabh K. Iyer
Effective Evaluation of Deep Active Learning on Image Classification Tasks. CoRR (2021)
Suraj Kothawade, Nathan Beck, KrishnaTeja Killamsetty, Rishabh K. Iyer
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios. NeurIPS (2021)
Suraj Kothawade, Nathan Beck, KrishnaTeja Killamsetty, Rishabh K. Iyer
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios. CoRR (2021)