Paris Syminelakis
General Information
I am a Ph.D. candidate at Stanford University having the pleasure of being advised by Moses Charikar. I hold a MSc in Statistics (Stanford University) and an Engineering Diploma in Electical and Computer Engineering (National Technical University of Athens) where I was advised by Dimitris Fotakis. My interests lie in Algorithms and Probability. I enjoy applying methods from Theoretical Computer Science to the analysis of large datasets and problems in Machine Learning.
I occasionaly also organize a reading group on Algorithms, Geometry and Learning.
News
5-30-2019: I successfully defended my thesis!
5-29-2019: Our paper Rehashing Kernel Evaluation in High Dimensions was selected for a 20-min talk at ICML’2019. Check out our GitHub repo to find our code and resources on HBE's.
1-25-2019: In September 2019 I will be joining UC Berkeley as a Post-doctoral Research Fellow in the group of Jelani Nelson.
Selected Publications
M. Charikar, PS. Multi-resolution Hashing for Fast Pairwise Summations, FOCS, 2019.
PS., K. Rong, P. Bailis, M. Charikar, P. Levis Rehashing Kernel Evaluation in High Dimensions, ICML, 2019.
M. Charikar, PS. Hashing-based-Estimators for Kernel Density in High Dimensions, FOCS, 2017.
D. Achlioptas, PS. Symmetric Graph Properties Have Independent Edges, ICALP, 2015 Special issue of Information and Computation, 2018.
D. Fotakis, PS. On the Efficiency of Influence-and-Exploit Strategies for Revenue Maximization under Positive Externalities, WINE, 2012, Theoretical Computer Science, 2014.
For the complete list and links click on the publications tab.
Teaching
Teaching Assistant
CS369H Hierarchies of Integer Programming Relaxations, taught by Moses Charikar, Stanford University, Spring 2017.
CS369G Algorithmic Techniques for Big Data, taught by Moses Charikar, Stanford University, Spring 2016.
CS224W Social and Information Network Analysis, taught by Lada Adamic, Stanford University, Fall 2015.
CS224W Social and Information Network Analysis, taught by Jure Leskovec, Stanford University, Fall 2014.
EE263 Introduction to Linear Dynamical Systems, taught by Alex Lemon, Stanford University, Summer 2014.
EE365 Stochastic Control, taught by Sanjay Lall, Stanford University, Spring 2014.
Algorithms and Complexity, taught by Dimitris Fotakis, National Technical University of Athens, Fall 2010.
Academic Service
Reviewer
Journals: SIAM Journal on Computing, Random Structures & Algorithms, PNAS, Networks (Wiley)
Conferences: Symposium on Theory of Computing (STOC), Foundations of Computer Science (FOCS), Scandinavian Workshop in Algorithm Theory (SWAT), Europian Symposium on Algorithms (ESA).
|