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Posts
Future Blog Post
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
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Blog Post number 4
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 3
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 2
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 1
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
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
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
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
Towards Robust Bisimulation Metric Learning
M. Kemertas, T.T. Aumentado-Armstrong (equal contribution)
Published in Neural Information Processing Systems (NeurIPS), 2021
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
Approximate Policy Iteration with Bisimulation Metrics
M. Kemertas, A. Jepson
Published in Transactions on Machine Learning Research (TMLR), 2022
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
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
A Truncated Newton Method for Optimal Transport
M. Kemertas, A.M. Farahmand, A. Jepson
Published in International Conference on Learning Representations (ICLR), 2025
talks
Talk 1 on Relevant Topic in Your Field
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
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Tutorial 1 on Relevant Topic in Your Field
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Talk 2 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
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teaching
Teaching experience 1
This is a description of a teaching experience. You can use markdown like any other post.
Undergraduate course, University 1, Department, 2014
Teaching experience 2
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015