Imbiriba, Tales

5 publications

TMLR 2025 Dependency-Aware Maximum Likelihood Estimation for Active Learning Beyza Kalkanli, Tales Imbiriba, Stratis Ioannidis, Deniz Erdogmus, Jennifer Dy

AAAI 2025 Learning Physics Informed Neural ODEs with Partial Measurements Paul Ghanem, Ahmet Demirkaya, Tales Imbiriba, Alireza Ramezani, Zachary Danziger, Deniz Erdogmus

AAAI 2025 MarkovType: A Markov Decision Process Strategy for Non-Invasive Brain-Computer Interfaces Typing Systems Elifnur Sunger, Yunus Bicer, Deniz Erdogmus, Tales Imbiriba

TMLR 2024 Fast and Expressive Gesture Recognition Using a Combination-Homomorphic Electromyogram Encoder Niklas Smedemark-Margulies, Yunus Bicer, Elifnur Sunger, Tales Imbiriba, Eugene Tunik, Deniz Erdogmus, Mathew Yarossi, Robin Walters

ICLR 2024 Learning Semilinear Neural Operators: A Unified Recursive Framework for Prediction and Data Assimilation. Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba