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Spotlight
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Wed 13:30 |
Gradient Descent on Neurons and its Link to Approximate Second-order Optimization Frederik Benzing |
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Poster
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Wed 15:30 |
Gradient Descent on Neurons and its Link to Approximate Second-order Optimization Frederik Benzing |
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Spotlight
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Tue 11:50 |
On Implicit Bias in Overparameterized Bilevel Optimization Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse |
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Poster
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Tue 15:30 |
On Implicit Bias in Overparameterized Bilevel Optimization Paul Vicol · Jonathan Lorraine · Fabian Pedregosa · David Duvenaud · Roger Grosse |
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Poster
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Tue 15:30 |
Dimension-free Complexity Bounds for High-order Nonconvex Finite-sum Optimization Dongruo Zhou · Quanquan Gu |
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Spotlight
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Tue 11:30 |
Dimension-free Complexity Bounds for High-order Nonconvex Finite-sum Optimization Dongruo Zhou · Quanquan Gu |
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Spotlight
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Thu 8:25 |
COLA: Consistent Learning with Opponent-Learning Awareness Timon Willi · Alistair Letcher · Johannes Treutlein · Jakob Foerster |
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Poster
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Thu 15:00 |
COLA: Consistent Learning with Opponent-Learning Awareness Timon Willi · Alistair Letcher · Johannes Treutlein · Jakob Foerster |
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Oral Session
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Wed 7:30 |
OPT: First Order |
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Spotlight
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Tue 14:05 |
AdaGrad Avoids Saddle Points Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang |
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Poster
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Tue 15:30 |
AdaGrad Avoids Saddle Points Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang |
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Poster
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Wed 15:30 |
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry Fabrizio Pittorino · Antonio Ferraro · Gabriele Perugini · Christoph Feinauer · Carlo Baldassi · RIccardo Zecchina |