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+ Paper on Software Engineering methods for Machine Learning systems to appear in ICSE 2021

Yiming Tang, Raffi Khatchadourian, Mehdi Bagherzadeh, Rhia Singh*, Ajani Stewart*, and Anita Raja. An empirical study of refactorings and technical debt in Machine Learning systems. In International Conference on Software Engineering, ICSE ’21. ACM/IEEE, May 2021. (138/602; 23% acceptance rate). To appear.

+DAIR Lab Personnel

Anita Raja, PI
Adam Catto, Grad RA
Yaroslava Shynkar, Undergrad RA
Alisa Leshchenko, Undergrad RA
Marin Marinov, Undergrad RA
Nigel Ferrrer, Undergrad RA
Daniel Rozenzaft, Undergrad RA

 

Alumni

Owen Kunhardt, Undergrad RA
 

 

  

 

 

 
 

 

 
 

 

+Open Research Assistant Positions

The Distributed Artificial Intelligence Research (DAIR) Lab has open undergraduate and Ph.D. research positions for Fall 2020 and after. Students, with a strong background in mathematics and computer science, who are interested in Artificial Intelligence and Machine Learning are encouraged to apply. Email Prof. Raja with your resume and copy of your transcript with a note about your interest in working in the lab.

+ Distributed Traffic Routing to Reduce Congestion

Selfish routing in transportation networks is the phenomenon where individual agents make uncoordinated greedy routing decisions. This is known not to produce a socially desirable outcome in transport and communication networks. We are using multiagent approach that leverages complex network theory, game theory and machine learning to address this general problem of the loss of social welfare that occurs due to uncoordinated behavior in networks.

Collaborators:
Professor Mohammad Hasan, UNL
Professor Ana Bazzan, Universidade Federal do Rio Grande do Sul (UFRGS);

Students (Hunter College):
Nigel Ferrer
Marin Marinov
Yaroslava Shynkar

Funding Source: PSC-CUNY Enhanced Research Grant 2020-2021

Past Students (Cooper Union):
Di Mei
Joseph Huang
Eli Friedman

Publications:

+ May 2020 Invited speaker at 2020 IEEE HPSR Session on Blockchain

Feb 2020: Judge at ISMMS Health Hackathon Finals

Served as judge for Icahn School of Medicine Health Hackathon Finals themed “Artificial Intelligence – Expanding the Limits of Human Performance” Congratulations to “Deliberate” and the other teams!

Feb 7, 2020 Invited Talk at AAAI20-UC

The 2020 AAAI Conference on Artificial Intelligence (AAAI-20) held in NYC hosted its very first Undergraduate Consortium. The schedule is here.

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