| Tackling climate change with machine learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022 | 1059 | 2022 |
| Maximizing social influence in nearly optimal time C Borgs, M Brautbar, J Chayes, B Lucier Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014 | 1027 | 2014 |
| Entropy-SGD: Biasing gradient descent into wide valleys P Chaudhari, A Choromanska, S Soatto, Y LeCun, C Baldassi, C Borgs, ... Journal of Statistical Mechanics: Theory and Experiment 2019 (12), 124018, 2019 | 822 | 2019 |
| Finite-size scaling and correlation lengths for disordered systems JT Chayes, L Chayes, DS Fisher, T Spencer Physical review letters 57 (24), 2999, 1986 | 812 | 1986 |
| Convergent sequences of dense graphs I: Subgraph frequencies, metric properties and testing C Borgs, JT Chayes, L Lovász, VT Sós, K Vesztergombi Advances in Mathematics 219 (6), 1801-1851, 2008 | 756 | 2008 |
| Directed scale-free graphs. B Bollobás, C Borgs, JT Chayes, O Riordan SODA 3, 132-139, 2003 | 573 | 2003 |
| Bias in bios: A case study of semantic representation bias in a high-stakes setting M De-Arteaga, A Romanov, H Wallach, J Chayes, C Borgs, ... proceedings of the Conference on Fairness, Accountability, and Transparency …, 2019 | 469 | 2019 |
| Discontinuity of the magnetization in one-dimensional 1/|x− y|^2 Ising and Potts models M Aizenman, JT Chayes, L Chayes, CM Newman Journal of Statistical Physics 50 (1), 1-40, 1988 | 445 | 1988 |
| Convergent sequences of dense graphs II. Multiway cuts and statistical physics C Borgs, JT Chayes, L Lovász, VT Sós, K Vesztergombi Annals of Mathematics, 151-219, 2012 | 370 | 2012 |
| Dynamics of bid optimization in online advertisement auctions C Borgs, J Chayes, N Immorlica, K Jain, O Etesami, M Mahdian Proceedings of the 16th international conference on World Wide Web, 531-540, 2007 | 304 | 2007 |
| Trust-based recommendation systems: an axiomatic approach R Andersen, C Borgs, J Chayes, U Feige, A Flaxman, A Kalai, V Mirrokni, ... Proceedings of the 17th international conference on World Wide Web, 199-208, 2008 | 302 | 2008 |
| On the spread of viruses on the internet N Berger, C Borgs, JT Chayes, A Saberi SODA, 301-310, 2005 | 276 | 2005 |
| Multi-unit auctions with budget-constrained bidders C Borgs, J Chayes, N Immorlica, M Mahdian, A Saberi Proceedings of the 6th ACM Conference on Electronic Commerce, 44-51, 2005 | 268 | 2005 |
| The scaling window of the 2‐SAT transition B Bollobás, C Borgs, JT Chayes, JH Kim, DB Wilson Random Structures & Algorithms 18 (3), 201-256, 2001 | 267 | 2001 |
| Counting graph homomorphisms C Borgs, J Chayes, L Lovász, VT Sós, K Vesztergombi Topics in Discrete Mathematics: Dedicated to Jarik Nešetřil on the Occasion …, 2006 | 248 | 2006 |
| Graph limits and parameter testing C Borgs, J Chayes, L Lovász, VT Sós, B Szegedy, K Vesztergombi Proceedings of the thirty-eighth annual ACM symposium on Theory of computing …, 2006 | 230 | 2006 |
| An 𝐿^𝑝 theory of sparse graph convergence I: Limits, sparse random graph models, and power law distributions C Borgs, J Chayes, H Cohn, Y Zhao Transactions of the American Mathematical Society 372 (5), 3019-3062, 2019 | 222 | 2019 |
| Unreasonable effectiveness of learning neural networks: From accessible states and robust ensembles to basic algorithmic schemes C Baldassi, C Borgs, JT Chayes, A Ingrosso, C Lucibello, L Saglietti, ... Proceedings of the National Academy of Sciences 113 (48), E7655-E7662, 2016 | 200 | 2016 |
| On a sharp transition from area law to perimeter law in a system of random surfaces M Aizenman, JT Chayes, L Chayes, J Fröhlich, L Russo Communications in Mathematical Physics 92 (1), 19-69, 1983 | 197 | 1983 |
| Density functional approach to quantum lattice systems JT Chayes, L Chayes, MB Ruskai Journal of statistical physics 38 (3), 497-518, 1985 | 177 | 1985 |
Christian BorgsProfessor, UC BerkeleyVerified email at christianborgs.com
