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Journal Articles
- 2023
[j6]Jason M. Altschuler
, Enric Boix-Adserà:
Polynomial-time algorithms for multimarginal optimal transport problems with structure. Math. Program. 199(1): 1107-1178 (2023)- 2022
- [j5]Jason M. Altschuler, Enric Boix-Adserà:
Wasserstein Barycenters Are NP-Hard to Compute. SIAM J. Math. Data Sci. 4(1): 179-203 (2022) - 2021
- [j4]Jason M. Altschuler, Enric Boix-Adserà:
Hardness results for Multimarginal Optimal Transport problems. Discret. Optim. 42: 100669 (2021) - [j3]Enric Boix-Adserà, Benjamin L. Edelman, Siddhartha Jayanti:
The multiplayer Colonel Blotto game. Games Econ. Behav. 129: 15-31 (2021) - [j2]Jason M. Altschuler, Enric Boix-Adserà:
Wasserstein barycenters can be computed in polynomial time in fixed dimension. J. Mach. Learn. Res. 22: 44:1-44:19 (2021) - 2020
- [j1]Emmanuel Abbe, Enric Boix-Adserà, Peter Ralli, Colin Sandon:
Graph Powering and Spectral Robustness. SIAM J. Math. Data Sci. 2(1): 132-157 (2020)
Conference and Workshop Papers
- 2023
- [c12]Emmanuel Abbe, Enric Boix Adserà, Theodor Misiakiewicz:
SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics. COLT 2023: 2552-2623 - [c11]Emmanuel Abbe, Samy Bengio, Enric Boix-Adserà, Etai Littwin, Joshua M. Susskind:
Transformers learn through gradual rank increase. NeurIPS 2023 - 2022
- [c10]Emmanuel Abbe, Enric Boix Adserà, Theodor Misiakiewicz:
The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks. COLT 2022: 4782-4887 - [c9]Emmanuel Abbe, Enric Boix-Adserà:
On the non-universality of deep learning: quantifying the cost of symmetry. NeurIPS 2022 - [c8]Enric Boix-Adserà, Hannah Lawrence, George Stepaniants, Philippe Rigollet:
GULP: a prediction-based metric between representations. NeurIPS 2022 - 2021
- [c7]Enric Boix-Adserà, Guy Bresler, Frederic Koehler:
Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models. FOCS 2021: 417-426 - [c6]Emmanuel Abbe, Enric Boix-Adserà, Matthew S. Brennan, Guy Bresler, Dheeraj Nagaraj:
The staircase property: How hierarchical structure can guide deep learning. NeurIPS 2021: 26989-27002 - 2020
- [c5]Enric Boix-Adserà, Benjamin L. Edelman, Siddhartha Jayanti:
The Multiplayer Colonel Blotto Game. EC 2020: 47-48 - 2019
- [c4]Enric Boix-Adserà, Matthew S. Brennan, Guy Bresler:
The Average-Case Complexity of Counting Cliques in Erdős-Rényi Hypergraphs. FOCS 2019: 1256-1280 - [c3]Emmanuel Abbe, Enric Boix Adserà:
Subadditivity Beyond Trees and the Chi-Squared Mutual Information. ISIT 2019: 697-701 - [c2]Kristjan H. Greenewald, Dmitriy Katz, Karthikeyan Shanmugam, Sara Magliacane, Murat Kocaoglu, Enric Boix Adserà, Guy Bresler:
Sample Efficient Active Learning of Causal Trees. NeurIPS 2019: 14279-14289 - [c1]Siddhartha V. Jayanti, Robert E. Tarjan, Enric Boix-Adserà:
Randomized Concurrent Set Union and Generalized Wake-Up. PODC 2019: 187-196
Informal and Other Publications
- 2024
- [i21]Enric Boix-Adserà:
Towards a theory of model distillation. CoRR abs/2403.09053 (2024) - 2023
- [i20]Emmanuel Abbe, Enric Boix-Adserà, Theodor Misiakiewicz:
SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics. CoRR abs/2302.11055 (2023) - [i19]Enric Boix-Adserà, Etai Littwin:
The NTK approximation is valid for longer than you think. CoRR abs/2305.13141 (2023) - [i18]Enric Boix-Adserà, Etai Littwin, Emmanuel Abbe, Samy Bengio, Joshua M. Susskind:
Transformers learn through gradual rank increase. CoRR abs/2306.07042 (2023) - [i17]Enric Boix-Adserà, Omid Saremi, Emmanuel Abbe, Samy Bengio, Etai Littwin, Joshua M. Susskind:
When can transformers reason with abstract symbols? CoRR abs/2310.09753 (2023) - [i16]Rimon Melamed, Lucas H. McCabe, Tanay Wakhare, Yejin Kim, H. Howie Huang, Enric Boix-Adserà:
PROPANE: Prompt design as an inverse problem. CoRR abs/2311.07064 (2023) - 2022
- [i15]Emmanuel Abbe, Enric Boix-Adserà, Theodor Misiakiewicz:
The merged-staircase property: a necessary and nearly sufficient condition for SGD learning of sparse functions on two-layer neural networks. CoRR abs/2202.08658 (2022) - [i14]Emmanuel Abbe, Enric Boix-Adserà:
On the non-universality of deep learning: quantifying the cost of symmetry. CoRR abs/2208.03113 (2022) - [i13]Enric Boix Adserà, Hannah Lawrence, George Stepaniants, Philippe Rigollet:
GULP: a prediction-based metric between representations. CoRR abs/2210.06545 (2022) - 2021
- [i12]Jason M. Altschuler, Enric Boix-Adserà:
Wasserstein barycenters are NP-hard to compute. CoRR abs/2101.01100 (2021) - [i11]Enric Boix-Adserà, Guy Bresler, Frederic Koehler:
Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models. CoRR abs/2106.03969 (2021) - [i10]Emmanuel Abbe, Enric Boix-Adserà, Matthew S. Brennan, Guy Bresler, Dheeraj Nagaraj:
The staircase property: How hierarchical structure can guide deep learning. CoRR abs/2108.10573 (2021) - 2020
- [i9]Enric Boix-Adserà, Benjamin L. Edelman, Siddhartha Jayanti:
The Multiplayer Colonel Blotto Game. CoRR abs/2002.05240 (2020) - [i8]Jason M. Altschuler, Enric Boix-Adserà:
High-precision Wasserstein barycenters in polynomial time. CoRR abs/2006.08012 (2020) - [i7]Jason M. Altschuler, Enric Boix-Adserà:
Polynomial-time algorithms for Multimarginal Optimal Transport problems with structure. CoRR abs/2008.03006 (2020) - [i6]Jason M. Altschuler, Enric Boix-Adserà:
Hardness results for Multimarginal Optimal Transport problems. CoRR abs/2012.05398 (2020) - 2019
- [i5]Emmanuel Abbe, Enric Boix:
Subadditivity Beyond Trees and the Chi-Squared Mutual Information. CoRR abs/1902.02431 (2019) - [i4]Enric Boix Adserà, Matthew S. Brennan, Guy Bresler:
The Average-Case Complexity of Counting Cliques in Erdős-Rényi Hypergraphs. CoRR abs/1903.08247 (2019) - [i3]Enric Boix-Adserà, Lior Eldar, Saeed Mehraban:
Approximating the Determinant of Well-Conditioned Matrices by Shallow Circuits. CoRR abs/1912.03824 (2019) - 2018
- [i2]Emmanuel Abbe, Enric Boix:
An Information-Percolation Bound for Spin Synchronization on General Graphs. CoRR abs/1806.03227 (2018) - [i1]Emmanuel Abbe, Enric Boix, Peter Ralli, Colin Sandon:
Graph powering and spectral robustness. CoRR abs/1809.04818 (2018)
Coauthor Index
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