Portfolio item number 1
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portfolio
Portfolio item number 2
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projects
Search Engine
In CMU Course Project.Used multi-term matching and Learn To Rank ML techniques to optimize search result relevancy Read more
Doom Bot
In Independent work.Created a deep reinforcement learning bot that used visual input from DOOM. Read more
Cephalometric Landmark Tagging
In Independent work.Wrote and Trained Program to find Cephalometric Landmarks in Lateral X-rays. Automated task done by professionals to diagnose skeletal malformations, using convolutional neural networks. Read more
publications
Malware Makeover: Breaking ML-based Static Analysis by Modifying Executable Bytes
K. Lucas, M. Sharif, L. Bauer, M. K. Reiter, and S. Shintre. AsiaCCS'21. [BibTeX]Download here
Any-Play: an Intrinsic Augmentation for Zero-Shot Coordination
K. Lucas, R. Allen. AAMAS'22. [BibTeX]Download here
talks
Workshop Presentation: Adversarial Training with a Surrogate
K. Lucas, A. Jasen, and L. Bauer. In Neurips 2020 NewInML Workshop. [BibTeX]Explored surrogate neural network capability to aid adversarial training for hard to differentiate perturbations Read more
teaching
Teaching experience 1
In University 1, Department.This is a description of a teaching experience. You can use markdown like any other post. Read more
Teaching experience 2
In University 1, Department.This is a description of a teaching experience. You can use markdown like any other post. Read more