Alistair Sinclair, Professor
Contents:
Research interests /
Some recent papers /
Current and former graduate students /
Courses /
Contact information /
Other links
Research interests
- Design and analysis of algorithms, especially randomized ones
- Computational applications of stochastic processes and nonlinear
dynamical systems
- Monte Carlo methods in Statistical Physics
- Combinatorial optimization
Some recent (and not so recent) papers
-
Convergence to approximate Nash equilibria in congestion games
- Steve Chien and Alistair Sinclair.
Full version submitted. Preliminary version appeared in
Proceedings of the 18th ACM-SIAM Symposium on Discrete Algorithms, 2007,
pp. 169-178.
-
Algebras with polynomial identities and computing the determinant
- Steve Chien and Alistair Sinclair.
Full version appeared in
SIAM Journal on Computing 37 (2007), pp. 252-266.
Preliminary version appeared in Proceedings of IEEE FOCS 2004, pp. 352-361.
-
A general lower bound for mixing of single site dynamics on graphs
- Tom Hayes and Alistair Sinclair.
Annals of Applied Probability 17 (2007), pp. 931-952.
(Preliminary version appeared in Proceedings of IEEE FOCS 2005, pp. 511-520.)
-
Fast mixing for independent sets, colorings and other models on trees
- Fabio Martinelli, Alistair Sinclair and Dror Weitz.
Slightly revised version appeared in
Random Structures & Algorithms 31 (2007), pp. 134-172.
(Extended abstract appeared in
Proceedings of ACM-SIAM SODA 2004, pp. 449-458.)
-
Negative examples for sequential importance sampling of binary contingency tables
- Ivona Bezáková, Alistair Sinclair, Daniel tefankovič and Eric Vigoda.
Full version submitted. Preliminary version in
Proceedings of European Symposium on Algorithms, 2006, pp. 136-147.
-
Shuffling by semi-random transpositions
- Elchanan Mossel, Yuval Peres and Alistair Sinclair.
Mathematics arXiv math.PR/0404438 (April 2004). Conference version appeared
in IEEE FOCS 2004, pp. 572-581.
-
Low distortion maps between point sets
- Claire Kenyon, Yuval Rabani and Alistair Sinclair.
Proceedings of ACM STOC 2004, pp. 272-280.
-
The Ising model on trees: Boundary conditions and mixing time
- Fabio Martinelli, Alistair Sinclair and Dror Weitz.
Technical Report UCB//CSD-03-1256, UC Berkeley, July 2003.
(Extended abstract appeared in Proceedings of FOCS 2003.
Slightly modified version appeared in Communications in Mathematical
Physics 250 (2004), pp. 301-334.)
- Embedding k-Outerplanar Graphs into l_1
- Chandra Chekuri, Anupam Gupta, Ilan Newman, Yuri Rabinovich and Alistair Sinclair.
Proceedings of ACM-SIAM SODA 2003, pp. 527-536.
Full version appeared in SIAM Journal on Discrete Mathematics 20 (2006),
pp. 119-136.
- Mixing in time and space for lattice spin systems:
a combinatorial view
- Martin Dyer, Alistair Sinclair, Eric Vigoda and Dror Weitz, February 2003.
Slightly revised version appeared in Random Structures & Algorithms 24 (2004), pp. 461-479.
(Preliminary version in Proceedings of RANDOM 2002, pp. 149-163.)
- Random walks on truncated cubes and sampling
0-1 knapsack solutions
- Ben Morris and Alistair Sinclair, July 2002. Slightly revised version appeared in
SIAM Journal on Computing 34 (2005), pp. 195-226.
(Preliminary version in IEEE FOCS 1999, pp. 230-240.)
- Clifford algebras and approximating the
permanent
- Steve Chien, Lars Rasmussen and Alistair Sinclair, November 2002.
Slightly revised version
appeared in Journal of Computer & Systems Sciences 67 (2003), pp. 263-290.
(Preliminary version in ACM STOC 2002, pp. 222-231.)
- A polynomial-time approximation algorithm for the
permanent of a matrix with non-negative entries
- Mark Jerrum, Alistair Sinclair and Eric Vigoda, ACM STOC 2001, pp. 712-721.
Extended version available on ECCC, here;
revised version appeared in Journal of the ACM 51 (2004), pp. 671-697.
- Cuts, trees and l_1-embeddings of graphs
- Anupam Gupta, Ilan Newman, Yuri Rabinovich and Alistair Sinclair,
Combinatorica 24 (2004), pp. 233-269. (Preliminary version in IEEE FOCS 1999, pp. 399-408.)
- Local Divergence of Markov chains and the
analysis of iterative load-balancing schemes
- Yuval Rabani, Alistair Sinclair and Rolf Wanka, IEEE FOCS 1998,
pp. 694-703
- Spatial codes and the hardness of string
folding problems
- Ashwin Nayak, Alistair Sinclair and Uri Zwick, ACM/SIAM SODA 1998,
pp. 639-648
- Convergence rates for Monte Carlo experiments
- Alistair Sinclair, in "Numerical Methods for Polymeric Systems,"
S.G.Whittington ed., IMA Volumes in Mathematics & its Applications, 1997,
pp. 1-18
- The Markov chain Monte Carlo method:
an approach to approximate counting and integration
- Mark Jerrum and Alistair Sinclair, in "Approximation Algorithms for NP-hard Problems," D.S.Hochbaum ed., PWS Publishing, Boston, 1996
- Biased random walks, Lyapunov functions, and stochastic analysis of Best Fit bin packing
- Claire Kenyon, Yuval Rabani and Alistair Sinclair, ACM/SIAM SODA 1996, pp. 351-358
- Approximating the number of monomer-dimer
coverings of a lattice
- Claire Kenyon, Dana Randall and Alistair Sinclair, Journal of Statistical Physics 83 (1996), pp. 637-659
- Markov Chain Algorithms for Planar Lattice Structures
- Michael Luby, Dana Randall and Alistair Sinclair, IEEE FOCS 1995, pp. 150-159
- A computational view of population genetics
- Yuval Rabani, Yuri Rabinovich and Alistair Sinclair, ACM STOC 1995, pp. 83-92
- Testable Algorithms for Self-Avoiding Walks
- Dana Randall and Alistair Sinclair, ACM/SIAM SODA 1994
- Polynomial-time Approximation Algorithms for the
Ising Model
- Mark Jerrum and Alistair Sinclair, SIAM Journal on Computing 22 (1993), pp. 1087-1116
- Optimal Speedup of Las Vegas Algorithms
- Michael Luby, Alistair Sinclair and David Zuckerman, Information Processing Letters 47 (1993), pp. 173-180
- Improved Bounds for Mixing Rates of Markov Chains and Multicommodity Flow
- Alistair Sinclair, Combinatorics, Probability and Computing 1 (1992), pp. 351-370
- Quadratic Dynamical Systems
- Yuri Rabinovich, Alistair Sinclair and Avi Wigderson, FOCS 1992, pp. 304-313
Current and former graduate students
Current Courses
Contact information
Prof. Alistair Sinclair
Computer Science Division
Soda Hall
University of California
Berkeley, CA 94720-1776
Phone: (510) 643-8144
Fax: (510) 642-5775
Email: sinclair ATSIGN cs DOT berkeley DOT edu
Other links