AMISTAD Lab: Explorations in ML and Randomized Search Systems

This project is part of an NSF-funded REU site with the HMC Computer Science Department. You can learn about other REU projects here: https://www.hmc.edu/cs/research/reu/mentors/Applications for this project will be processed on the ETAP website here: https://etap.nsf.gov/award/1783/opportunity/8020

(US citizens or permanent residents) Please submit your application there and not on the URO website! 

NOTE: If you are not a US citizen or permanent resident, I may have one additional slot open, depending on if funding comes through. You can apply here (on URO) only if you are NOT a US citizen or permanent resident.

Name of research group, project, or lab
AMISTAD Lab
Why join this research group or lab?
  1. We are usually a productive lab. You can be productive with us.
  2. Students become well-trained in academic research, having a high degree of project autonomy and responsibility.
  3. You can work on open-ended projects at the frontiers of current scientific knowledge. We're not afraid to push boundaries. You must be comfortable with uncertainty and have the grit to persist when the way forward isn't clear.
  4. We have daily meetings to keep you on track and hold our teams accountable. You can work together with great team-members!
  5. You can get articles about your research featured on the Mudd website: 
    https://www.hmc.edu/about/2024/01/11/cs-research-sets-boundaries-for-two-distribution-hypothesis-testing/
    https://www.hmc.edu/about-hmc/2022/01/14/icaart-2022-highlights-hmc-cs-research/
    https://www.hmc.edu/about-hmc/2021/04/29/harvey-mudd-cs-students-publish-and-present-work/,
    https://www.hmc.edu/about-hmc/2021/03/16/cs-research-published/
    https://www.hmc.edu/about-hmc/2020/07/07/cs-clinic-team-publishes-transfer-learning-research/
    https://www.hmc.edu/about-hmc/2020/03/05/cs-researchers-win-best-paper-at-icaart/
    https://www.hmc.edu/about-hmc/2020/01/14/cs-researchers-present-findings-in-machine-learning-algorithms/
  6. Prof. George has won awards in the past for mentoring students: 
    https://www.hmc.edu/about-hmc/2021/05/14/2021-harvey-mudd-college-leadership-awards/
    https://www.hmc.edu/about-hmc/2020/05/12/montanez-receives-diversity-mentor-award/
Representative publication
Logistics Information:
Project categories
Computer Science
Mathematics
Artificial Intelligence
Machine Learning
Student ranks applicable
Junior
Senior
Student qualifications

Strong math skills are a plus. Coding skills are good to have as well. Grit and enthusiasm an mandatory.

Time commitment
Summer - Full Time
Compensation
Paid Research
Number of openings
3
Techniques learned

Mathematical proof techniques, scientific writing, research experiment coding, data analysis, data visualization, and scientific communication.

Project start
Beginning of summer
Contact Information:
Mentor
George Montanez
gmontanez@hmc.edu
Research Advisor (Lab Director)
Name of project director or principal investigator
George MontaƱez
Email address of project director or principal investigator
gmontanez@g.hmc.edu
3 sp. | 9 appl.
Hours per week
Summer - Full Time
Project categories
Computer Science (+3)
Computer ScienceMathematicsArtificial IntelligenceMachine Learning