Sebastian Moraga

12 papers Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks. Neural Networks Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2025	J	`jnl`	Optimal approximation of infinite-dimensional holomorphic functions II: Recovery from i.i.d. pointwise samples. J. Complex. Ben Adcock, Nick C. Dexter, Sebastian Moraga
2024	J	`jnl`	Learning smooth functions in high dimensions: from sparse polynomials to deep neural networks. CoRR Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2024	J	`jnl`	Optimal deep learning of holomorphic operators between Banach spaces. CoRR Ben Adcock, Nick C. Dexter, Sebastian Moraga
2023	J	`jnl`	Optimal approximation of infinite-dimensional holomorphic functions II: recovery from i.i.d. pointwise samples. CoRR Ben Adcock, Nick C. Dexter, Sebastian Moraga
2023	J	`jnl`	Optimal approximation of infinite-dimensional holomorphic functions. CoRR Ben Adcock, Nick C. Dexter, Sebastian Moraga
2022	J	`jnl`	Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks. CoRR Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2022	J	`jnl`	On efficient algorithms for computing near-best polynomial approximations to high-dimensional, Hilbert-valued functions from limited samples. CoRR Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2022	J	`jnl`	Towards optimal sampling for learning sparse approximation in high dimensions. CoRR Ben Adcock, Juan M. Cardenas, Nick C. Dexter, Sebastian Moraga
2021	—	`conf`	Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data. MSML Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2021	—	`conf`	Learning High-Dimensional Hilbert-Valued Functions With Deep Neural Networks From Limited Data. AAAI Spring Symposium: MLPS Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga
2020	J	`jnl`	Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data. CoRR Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga