Howdy! I am a Research Staff Member at the IBM TJ Watson Research Laboratory in the IBM Research AI – Reasoning Lab. My research is broadly in the theory and practice of artificial intelligence; I am motivated by problems that require a blend of techniques to develop systems and algorithms that support decision making for autonomous agents and/or humans. Most of my projects and leverage theory, data, and experiment to create novel algorithms, mechanisms, and systems that enable and support individual and group decision making. I try to make as much of the code and data available through PrefLib and GitHub.
Along with Prof. Toby Walsh, I am the founder and maintainer of PrefLib: A Library for Preferences. So check it out at www.PrefLib.org for lots of great preference data and PrefLib-Tools on GitHub for more data wrangling tools. We also have had a great time with our Exploring Beyond the Worst Case in Computational Social Choice (EXPLORE) series held at AAMAS in 2014, 2015, 2016, and 2017.
Previously, I was a senior researcher working with Prof. Toby Walsh in the AI & Algorithmic Decision Theory Group at Data61, formerly known as the Optimisation Group at NICTA, a unit of the Commonwealth Scientific and Industrial Research Organisation (CSIRO). I am (still) an adjunct lecturer in the School of Computer Science and Engineering (CSE) and member of the Algorithms Group at the University of New South Wales in beautiful Sydney, Australia. Before that, I was a Ph.D student at the University of Kentucky (UK) working with Prof. Judy Goldsmith on AI and Complexity Theory. And in the way olden days I worked for the National Aeronautics and Space Administration (NASA) Ames Research Center designing embedded hardware and software flight systems for nano-satellites.
In another life I drove trucks full of carnival prizes all over central Kentucky and Indiana … you don’t know fun till you’ve delivered several hundred pounds of stuffed animals to shooting booths at remote county fairs.
I can be reached at: N.Mattei <AT> ibm.com OR nsmattei <AT> gmail.com. Remember to substitute between the angle brackets!
(Mostly) Current Things You Should Submit To or Read!
- Program Committee for FAT* 2019, AAAI 2019.
- Ongoing: PR for Journal of AI Research (JAIR) and AI and Society Officer for ACM: SIGAI.
- Organizer for AI^3 AAMAS/IJCAI Workshop on Agents and Incentives, AAAI/ACM Job Fair @ AAAI 2018, MPREF@AAAI 2018, and the 1st AIES Student Program.
- Senior Program Committee for AAMAS 2018; Program Committee for AAAI 2018, FLAIRS 2018, IJCAI 2018, COMSOC 2018, and AIES 2018.!
Some Slightly Older Things
- August 2018: Our work on Teaching Ethics with Science Fiction is available in the CACM Magazine!
- March 2018: We won Best Paper at the MRQA workshop! See our blog post here at IBM.
- November 2017: Our paper on using OWAs for better matching algorithms as been accepted to AAAI 2018!
- October 2017: I’ve been selected to attend 5th Heidelberg Laureate Forum.
- July 2017: Our article on Ethical Considerations in Artificial Intelligence Courses was published in AI Magazine!!
- May 2017: We have announced the winners for the ACMSIG AI Student Essay Contest on the Responsible Use of AI Technologies!
- April 2017: A new book chapter about PrefLib is in Trends in Computational Social Choice and an IJCAI paper on online kidney allocation in Australia!
- Jan 2017: The YouTube version of the ACM Town Hall on AI and Ethics that I organized and MC’ed is up!
- Sept 2016: I’ve started work as a Research Staff Member at IBM’s TJ Watson Research Center in New York!
- May 2016: Judy Goldsmith and Emanuelle Burton will be hosting a panel about our work using Science Fiction to teach AI Ethics during the Academic Track at the 74th Annual WorldCon — the world’s largest SF convention and where they give out the Hugo’s!
- April 2016: A longer version of our paper on Strategyproof Peer Selection is available on Arxiv, along with all the code for the methods on GitHub!
- March 2016: Our paper on Interdependent Scheduling Games was accepted to IJCAI 2016!
- February 2016: NASA Ames Research Center awarded a Patent Activity Prize to A Low Burden Star Tracker!
- January 2016: Our paper the Egalitarianism of Random Assignment Mechanisms was accepted to AAMAS 2016!
- November 2015: I have two papers accepted at AAAI 2016! Check out the Publications page for more details. Thanks to all my wonderful co-authors!
- September 2015: I am now a Senior Researcher at NICTA/Data 61.
- August 2015: I’ll be giving an invited talk on ComSoc during the joint session of ADT 2015 and LPNMR 2015!
- July 2015: Along with Haris Aziz I’ll be giving a tutorial on Social Choice at the 28th Australian Joint Conference on AI in Canberra.
- May 2015: I am now in charge of Public Relations for the Journal of Artificial Intelligence Research (JAIR).
- March 2015: New paper Equilibria Under the Probabilistic Serial Rule with Haris Aziz, Serge Gaspers, Simon Mackenzie, Nina Narodytska, and Toby Walsh was accepted to IJCAI 2015.
- Feb. 2015: Our paper Teaching AI Ethics Using Science Fiction was picked up by a number of news outlets including The Guardian, The Register, and IO9 (as well as The Technology Review and Pressetext in German)!
- Jan. 2015: I had three papers accepted at AAMAS 2015! Thanks to my many wonderful co-authors. Please see the Publications page for more details.
- Jan. 2015: I was selected as an Outstanding Program Committee Member at AAAI 2015!
- Aug. 2013: Our video “Algorithmic Decision Theory @ NICTA” has won the Best Educational Video Award at the IJCAI 2013 Video Competition.