Mete Kemertas

Mete Kemertas

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portfolio

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publications

Dynamic Scheduling of MPI-based Distributed Deep Learning Training Jobs

T. Capes, V. Raheja, M. Kemertas, I. Mohomed

Published in MLSys Workshop at Neural Information Processing Systems (NeurIPS), 2018

Link

RankMI: A Mutual Information Maximizing Ranking Loss

M. Kemertas, L. Pishdad, K.G. Derpanis, A. Fazly

Published in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

Link

Dependency Parsing with Structure Preserving Embeddings

Á. Kádár, L. Xiao, M. Kemertas, F. Fancellu, A. Jepson and A. Fazly

Published in Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021

Link

Towards Robust Bisimulation Metric Learning

M. Kemertas, T.T. Aumentado-Armstrong (equal contribution)

Published in Neural Information Processing Systems (NeurIPS), 2021

Link

CrispSearch: Low-latency On-device Language-based Image Retrieval

Z. Hu*, L. Xiao*, M. Kemertas*, C. Phillips, I. Mohomed, A. Fazly (* denotes equal contribution)

Published in ACM Multimedia Systems Conference, 2022

Link

Approximate Policy Iteration with Bisimulation Metrics

M. Kemertas, A. Jepson

Published in Transactions on Machine Learning Research (TMLR), 2022

Link

Maximum Entropy Model Correction in Reinforcement Learning

A. Rakhsha, M. Kemertas, M. Ghavamzadeh, A.M. Farahmand

Published in International Conference on Learning Representations (ICLR), 2024

Link

Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients

M. Kemertas, A. Jepson, A.M. Farahmand

Published in Transactions on Machine Learning Research (TMLR), 2025

Link

A Truncated Newton Method for Optimal Transport

M. Kemertas, A.M. Farahmand, A. Jepson

Published in International Conference on Learning Representations (ICLR), 2025

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talks

Talk 1 on Relevant Topic in Your Field

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Conference Proceeding talk 3 on Relevant Topic in Your Field

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teaching

Teaching experience 1

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Undergraduate course, University 1, Department, 2014

Teaching experience 2

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Workshop, University 1, Department, 2015