Constantinos Dovrolis

◀ ▶ joint publications with Shreyas Malakarjun Patil

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Publications

2023
[c81]
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Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis:
Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis. NeurIPS 2023
[i16]
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  - journals/corr/abs-2305-18402
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Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis:
Neural Sculpting: Uncovering hierarchically modular task structure through pruning and network analysis. CoRR abs/2305.18402 (2023)
2021
[c77]
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Shreyas Malakarjun Patil, Constantine Dovrolis:
PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data. ICML 2021: 8432-8442
2020
[i13]
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  - journals/corr/abs-2010-11354
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Shreyas Malakarjun Patil, Constantine Dovrolis:
PHEW: Paths with higher edge-weights give "winning tickets" without training data. CoRR abs/2010.11354 (2020)

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