Constantinos Daskalakis (; born 29 April 1981) is a Greek
theoretical computer scientist
computer science (TCS) is a subset of general computer science and mathematics that focuses on mathematical aspects of computer science such as the theory of computation, lambda calculus, and type theory.
It is difficult to circumscribe the t ...
.
He is a professor at
MIT
The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of the ...
's
Electrical Engineering and Computer Science
Computer Science and Engineering (CSE) is an academic program at many universities which comprises scientific and engineering aspects of computing. CSE is also a term often used in Europe to translate the name of engineering informatics academic p ...
department and a member of the
MIT Computer Science and Artificial Intelligence Laboratory
Computer Science and Artificial Intelligence Laboratory (CSAIL) is a research institute at the Massachusetts Institute of Technology (MIT) formed by the 2003 merger of the Laboratory for Computer Science (LCS) and the Artificial Intelligence La ...
.
He was awarded the
Rolf Nevanlinna Prize and the
Grace Murray Hopper Award
The Grace Murray Hopper Award (named for computer pioneer RADM Grace Hopper) has been awarded by the Association for Computing Machinery (ACM) since 1971. The award goes to a computer professional who makes a single, significant technical or ser ...
in 2018.
Early life and education
Daskalakis was born in
Athens
Athens ( ; el, Αθήνα, Athína ; grc, Ἀθῆναι, Athênai (pl.) ) is both the capital city, capital and List of cities and towns in Greece, largest city of Greece. With a population close to four million, it is also the seventh List ...
on 29 April 1981. His grandparents originated from
Crete
Crete ( el, Κρήτη, translit=, Modern: , Ancient: ) is the largest and most populous of the Greek islands, the 88th largest island in the world and the fifth largest island in the Mediterranean Sea, after Sicily, Sardinia, Cypru ...
, where he summered as a child. He has a younger brother, Nikolaos. When Daskalakis was in third grade, his father bought an
Amstrad CPC
The Amstrad CPC (short for ''Colour Personal Computer'') is a series of 8-bit home computers produced by Amstrad between 1984 and 1990. It was designed to compete in the mid-1980s home computer market dominated by the Commodore 64 and the S ...
, which Daskalakis stayed up all night attempting to learn how it worked.
[A Poet of Computation Who Uncovers Distant Truths]
''Quanta Magazine''
He attended
Varvakeio High School, and completed his undergraduate studies in the
National Technical University of Athens
The National (Metsovian) Technical University of Athens (NTUA; el, Εθνικό Μετσόβιο Πολυτεχνείο, ''National Metsovian Polytechnic''), sometimes known as Athens Polytechnic, is among the oldest higher education institution ...
, where in 2004 he received his Diploma in Electrical and Computer Engineering. He completed his undergraduate thesis "On the Existence of Pure Nash Equilibria in Graphical Games with succinct description" under the supervision of
Stathis Zachos Stathis K. Zachos ( el, Στάθης (Ευστάθιος) Ζάχος; born 1947 in Athens) is a mathematician, logician and theoretical computer scientist.
Biography
Zachos received his PhD from the ETHZ (Swiss Federal Institute of Technology Zuri ...
. As an undergraduate, Daskalakis attained perfect scores in all but one of his classes, something which had not previously been achieved in the university's history.
[
He continued to study at ]University of California, Berkeley
The University of California, Berkeley (UC Berkeley, Berkeley, Cal, or California) is a public land-grant research university in Berkeley, California. Established in 1868 as the University of California, it is the state's first land-grant u ...
, where he received his PhD in Electrical Engineering and Computer Science in 2008 under the supervision of Christos Papadimitriou
Christos Charilaos Papadimitriou ( el, Χρήστος Χαρίλαος "Χρίστος" Παπαδημητρίου; born August 16, 1949) is a Greek theoretical computer scientist and the Donovan Family Professor of Computer Science at Columbia Un ...
.[ His thesis was awarded the 2008 ]ACM Doctoral Dissertation Award
The ACM Doctoral Dissertation Award is awarded annually by the Association for Computing Machinery to the authors of the best doctoral dissertations in computer science and computer engineering. The award is accompanied by a prize of US $20,000 a ...
.
Research and career
After his PhD PHD or PhD may refer to:
* Doctor of Philosophy (PhD), an academic qualification
Entertainment
* '' PhD: Phantasy Degree'', a Korean comic series
* ''Piled Higher and Deeper
''Piled Higher and Deeper'' (also known as ''PhD Comics''), is a newsp ...
he spent a year as a postdoctoral researcher
A postdoctoral fellow, postdoctoral researcher, or simply postdoc, is a person professionally conducting research after the completion of their doctoral studies (typically a PhD). The ultimate goal of a postdoctoral research position is to pu ...
in Jennifer Chayes
Jennifer Tour Chayes is Associate Provost of the Division of Computing, Data Science, and Society and Dean of the School of Information at the University of California, Berkeley. Before joining Berkeley, she was a Technical Fellow and Managing Dir ...
's group at Microsoft Research
Microsoft Research (MSR) is the research subsidiary of Microsoft. It was created in 1991 by Richard Rashid, Bill Gates and Nathan Myhrvold with the intent to advance state-of-the-art computing and solve difficult world problems through technologi ...
, New England
New England is a region comprising six states in the Northeastern United States: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont. It is bordered by the state of New York to the west and by the Canadian province ...
.
Daskalakis works on the theory of computation
In theoretical computer science and mathematics, the theory of computation is the branch that deals with what problems can be solved on a model of computation, using an algorithm, how efficiently they can be solved or to what degree (e.g., ...
and its interface with game theory, economics
Economics () is the social science that studies the production, distribution, and consumption of goods and services.
Economics focuses on the behaviour and interactions of economic agents and how economies work. Microeconomics analy ...
, probability theory
Probability theory is the branch of mathematics concerned with probability. Although there are several different probability interpretations, probability theory treats the concept in a rigorous mathematical manner by expressing it through a set o ...
, statistics and machine learning
Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence.
Machine ...
.[
He has resolved long-standing open problems about the ]computational complexity
In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus is given to computation time (generally measured by the number of needed elementary operations) ...
of the Nash equilibrium
In game theory, the Nash equilibrium, named after the mathematician John Nash, is the most common way to define the solution of a non-cooperative game involving two or more players. In a Nash equilibrium, each player is assumed to know the equ ...
, the mathematical structure and computational complexity of multi-item auctions, and the behavior of machine-learning methods such as the expectation–maximization algorithm
In statistics, an expectation–maximization (EM) algorithm is an iterative method to find (local) maximum likelihood or maximum a posteriori (MAP) estimates of parameters in statistical models, where the model depends on unobserved latent variab ...
. He has obtained computationally and statistically efficient methods for statistical hypothesis testing and learning in high-dimensional settings, as well as results characterizing the structure and concentration properties of high-dimensional distributions.
Daskalakis co-authored ''The Complexity of Computing a Nash Equilibrium'' with his doctoral advisor Christos Papadimitriou
Christos Charilaos Papadimitriou ( el, Χρήστος Χαρίλαος "Χρίστος" Παπαδημητρίου; born August 16, 1949) is a Greek theoretical computer scientist and the Donovan Family Professor of Computer Science at Columbia Un ...
and Paul W. Goldberg, for which they received the 2008 Kalai Game Theory and Computer Science Prize from the Game Theory Society
The Game Theory Society (GTS) is a society for the promotion of research, teaching and application of game theory. It was founded in 1999 by Ehud Kalai and Robert Aumann and is registered in the Netherlands.
Activities
The GTS hosts a congres ...
for "the best paper at the interface of game theory and computer science", in particular "for its key conceptual and technical contributions"; and the outstanding paper prize from the Society for Industrial and Applied Mathematics
Society for Industrial and Applied Mathematics (SIAM) is a professional society dedicated to applied mathematics, computational science, and data science through research, publications, and community. SIAM is the world's largest scientific soci ...
(SIAM).
He was appointed a tenured Professor at MIT in May 2015.
Awards and honors
Constantinos Daskalakis was awarded the 2008 ACM Doctoral Dissertation Award
The ACM Doctoral Dissertation Award is awarded annually by the Association for Computing Machinery to the authors of the best doctoral dissertations in computer science and computer engineering. The award is accompanied by a prize of US $20,000 a ...
for advancing our understanding of behavior in complex networks of interacting individuals, such as those enabled and created by the Internet. His dissertation on the computational complexity
In computer science, the computational complexity or simply complexity of an algorithm is the amount of resources required to run it. Particular focus is given to computation time (generally measured by the number of needed elementary operations) ...
of Nash Equilibria
In game theory, the Nash equilibrium, named after the mathematician John Nash, is the most common way to define the solution of a non-cooperative game involving two or more players. In a Nash equilibrium, each player is assumed to know the equ ...
provides a novel, algorithmic perspective on game theory and the concept of the Nash equilibrium. For this work Daskalakis was also awarded the 2008 Kalai Prize for outstanding articles at the interface of computer science and game theory, along with Christos Papadimitriou
Christos Charilaos Papadimitriou ( el, Χρήστος Χαρίλαος "Χρίστος" Παπαδημητρίου; born August 16, 1949) is a Greek theoretical computer scientist and the Donovan Family Professor of Computer Science at Columbia Un ...
and Paul W. Goldberg.[ ]
In 2018, Daskalakis was awarded the Nevanlinna Prize The IMU Abacus Medal, known before 2022 as the Rolf Nevanlinna Prize, is awarded once every four years at the International Congress of Mathematicians, hosted by the International Mathematical Union (IMU), for outstanding contributions in Mathematic ...
for "transforming our understanding of the computational complexity of fundamental problems in markets, auctions, equilibria and other economic structures". He also received the Simons Foundation
The Simons Foundation is a private foundation established in 1994 by Marilyn and Jim Simons with offices in New York City
New York, often called New York City or NYC, is the most populous city in the United States ...
Investigator award in Theoretical Computer Science, an award designed for "outstanding scientists in their most productive years," who are "providing leadership to the field".
References
{{DEFAULTSORT:Daskalakis, Constantinos
1981 births
Living people
Greek computer scientists
MIT School of Engineering faculty
Nevanlinna Prize laureates
Greek emigrants to the United States
Scientists from Athens
National Technical University of Athens alumni