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Articles by
Joan Bruna
Stochastic Optimal Control Matching
11 October 2024 by
Carles Domingo-Enrich
and
others
at
University of York
Optimization and Control
,
Machine Learning
On the Benefits of Rank in Attention Layers
23 July 2024 by
Noah Amsel
and
others
Machine Learning
Posterior Sampling with Denoising Oracles via Tilted Transport
30 June 2024 by
Joan Bruna
and
Jiequn Han
Machine Learning
,
Probability
How Truncating Weights Improves Reasoning in Language Models
5 June 2024 by
Lei Chen
and
others
Machine Learning
,
Artificial Intelligence
Computational-Statistical Gaps in Gaussian Single-Index Models
12 March 2024 by
Alex Damian
and
others
Machine Learning
Neural Galerkin Schemes with Active Learning for High-Dimensional Evolution Equations
29 February 2024 by
Joan Bruna
and
others
Numerical Analysis
,
Machine Learning
Symmetry Breaking in Symmetric Tensor Decomposition
28 December 2023 by
Yossi Arjevani
and
others
Optimization and Control
,
Machine Learning
On Learning Gaussian Multi-index Models with Gradient Flow
2 November 2023 by
Alberto Bietti
and
others
Machine Learning
,
Optimization and Control
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks
26 October 2023 by
Vignesh Kothapalli
and
others
Machine Learning
,
Artificial Intelligence
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation
25 October 2023 by
David Brandfonbrener
and
others
Machine Learning
On Single Index Models beyond Gaussian Data
25 October 2023 by
Joan Bruna
and
others
Machine Learning
Symmetric Single Index Learning
3 October 2023 by
Aaron Zweig
and
Joan Bruna
at
University of York
Machine Learning
Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation
24 July 2023 by
Christian Pedersen
and
others
Fluid Dynamics
,
Atmospheric and Oceanic Physics
Conditionally Strongly Log-Concave Generative Models
31 May 2023 by
Florentin Guth
and
others
Machine Learning
,
Computer Vision and Pattern Recognition
Data-driven multiscale modeling of subgrid parameterizations in climate models
24 March 2023 by
Karl Otness
and
others
Atmospheric and Oceanic Physics
,
Machine Learning
On the solid angle of a convex set
8 March 2023 by
J. Bruna
and
others
Metric Geometry
,
Differential Geometry
On the equivalence between graph isomorphism testing and function approximation with GNNs
11 February 2023 by
Zhengdao Chen
and
others
Machine Learning
On Non-Linear operators for Geometric Deep Learning
9 February 2023 by
Grégoire Sergeant-Perthuis
and
others
Machine Learning
,
Artificial Intelligence
Towards Antisymmetric Neural Ansatz Separation
12 December 2022 by
Aaron Zweig
and
Joan Bruna
Machine Learning
A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer Neural Networks
28 October 2022 by
Zhengdao Chen
and
others
Machine Learning
,
Optimization and Control
Learning Single-Index Models with Shallow Neural Networks
27 October 2022 by
Alberto Bietti
and
others
Machine Learning
,
Optimization and Control
On Gradient Descent Convergence beyond the Edge of Stability
18 October 2022 by
Lei Chen
and
Joan Bruna
Machine Learning
,
Optimization and Control
When does return-conditioned supervised learning work for offline reinforcement learning?
10 October 2022 by
David Brandfonbrener
and
others
Machine Learning
Extended Unconstrained Features Model for Exploring Deep Neural Collapse
27 June 2022 by
Tom Tirer
and
Joan Bruna
Machine Learning
Exponential Separations in Symmetric Neural Networks
16 June 2022 by
Aaron Zweig
and
Joan Bruna
Machine Learning
On Feature Learning in Neural Networks with Global Convergence Guarantees
22 April 2022 by
Zhengdao Chen
and
others
Machine Learning
,
Optimization and Control
Pommerman: A Multi-Agent Playground
21 April 2022 by
Cinjon Resnick
and
others
Multiagent Systems
Simultaneous Transport Evolution for Minimax Equilibria on Measures
21 February 2022 by
Carles Domingo-Enrich
and
Joan Bruna
Machine Learning
,
Optimization and Control
Dual Training of Energy-Based Models with Overparametrized Shallow Neural Networks
15 February 2022 by
Carles Domingo-Enrich
and
others
Machine Learning
,
Optimization and Control
Lattice-Based Methods Surpass Sum-of-Squares in Clustering
7 January 2022 by
Ilias Zadik
and
others
Machine Learning
,
Computational Complexity
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