Robustness via Cross-Domain Ensembles
Yeo, T.*, Kar O.*, Zamir, A., Arxiv 2021
Ensembling via a diverse set of middle domains.
Yeo, T., Kamalaruban, P., Singla, A., Merchant, A., Asselborn, T., Faucon, L., Dillenbourg, P., Cevher, V, AAAI'19 (Oral), AMLD'19 (Invited talk)
Finding the optimal sequence of examples to train a class of linear algorithms with applications to teaching to write and to classify.
Kamalaruban P., Devidze R., Yeo T., Mittal T., Cevher V., Singla A., NIPS'18 Learning by Instruction Workshop
Finding the optimal sequence of examples to train an Inverse Reinforcement Learning agent.
PhD in Machine Learning and Computer Vision
MPhil in Machine Learning and Machine Intelligence
Thesis: Bayesian Optimization for Machine Translation and Natural Language Processing
MSc in Financial Engineering
BSc (Hons) in Quantitative Finance
Thesis: High Order Numerical Methods for Solving PDE with Optimal Stopping Times