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Mediano, Pedro A. M.
8 publications
ICLR
2025
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Carla Juliette Dominé
,
Nicolas Anguita
,
Alexandra Maria Proca
,
Lukas Braun
,
Daniel Kunin
,
Pedro A. M. Mediano
,
Andrew M Saxe
ICLR
2025
Grokking at the Edge of Numerical Stability
Lucas Prieto
,
Melih Barsbey
,
Pedro A. M. Mediano
,
Tolga Birdal
ICML
2025
Learning Dynamics in Linear Recurrent Neural Networks
Alexandra Maria Proca
,
Clémentine Carla Juliette Dominé
,
Murray Shanahan
,
Pedro A. M. Mediano
NeurIPSW
2024
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Carla Juliette Dominé
,
Nicolas Anguita
,
Alexandra Maria Proca
,
Lukas Braun
,
Daniel Kunin
,
Pedro A. M. Mediano
,
Andrew M Saxe
NeurIPSW
2024
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
Clémentine Carla Juliette Dominé
,
Nicolas Anguita
,
Alexandra Maria Proca
,
Lukas Braun
,
Daniel Kunin
,
Pedro A. M. Mediano
,
Andrew M Saxe
NeurIPS
2024
Learning Diverse Causally Emergent Representations from Time Series Data
David McSharry
,
Christos Kaplanis
,
Fernando E. Rosas
,
Pedro A.M. Mediano
NeurIPS
2023
Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
Zhaolu Liu
,
Robert Peach
,
Pedro A.M Mediano
,
Mauricio Barahona
ICLR
2019
Relational Forward Models for Multi-Agent Learning
Andrea Tacchetti
,
H. Francis Song
,
Pedro A. M. Mediano
,
Vinicius Zambaldi
,
János Kramár
,
Neil C. Rabinowitz
,
Thore Graepel
,
Matthew Botvinick
,
Peter W. Battaglia