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Pedro Savarese
Pedro Savarese
Verified email at ttic.edu - Homepage
Title
Cited by
Cited by
Year
struc2vec: Learning Node Representations from Structural Identity
LFR Ribeiro, P Savarese, DR Figueiredo
SIGKDD, 2017
12812017
Kernel and Rich Regimes in Overparametrized Models
B Woodworth, S Gunasekar, JD Lee, E Moroshko, P Savarese, I Golan, ...
COLT, 2020
3112020
How do Infinite Width Bounded Norm Networks look in Function Space?
P Savarese, I Evron, D Soudry, N Srebro
COLT, 2019
1452019
Convergence of Gradient Descent on Separable Data
MS Nacson, J Lee, S Gunasekar, P Savarese, N Srebro, D Soudry
AISTATS, 2019
1452019
Winning the Lottery with Continuous Sparsification
P Savarese, H Silva, M Maire
NeurIPS, 2020
1192020
Learning Implicitly Recurrent CNNs Through Parameter Sharing
P Savarese, M Maire
ICLR, 2019
722019
Growing Efficient Deep Networks by Structured Continuous Sparsification
X Yuan, P Savarese, M Maire
ICLR, 2021
452021
On the Convergence of AdaBound and its Connection to SGD
P Savarese
arXiv preprint arXiv:1908.04457, 2019
242019
Information-Theoretic Segmentation by Inpainting Error Maximization
P Savarese, SSY Kim, M Maire, G Shakhnarovich, D McAllester
CVPR, 2021
202021
Domain-Independent Dominance of Adaptive Methods
P Savarese, D McAllester, S Babu, M Maire
CVPR, 2021
202021
struc2vec: Learning node representations from structural identity
DR Figueiredo, LFR Ribeiro, PHP Saverese
CoRR, vol. abs/1704.03165, 2017
202017
Building a Massive Corpus for Named Entity Recognition using Free Open Data Sources
D Menezes, P Savarese, R Milidiu
BRACIS, 2019
162019
On Convexity and Linear Mode Connectivity in Neural Networks
D Yunis, KK Patel, P Savarese, K Livescu, M Walter, J Frankle, M Maire
OPT, 2022
102022
Residual gates: A Simple Mechanism for Improved Network Optimization
P Savarese, D Figueiredo
92017
Learning Identity Mappings with Residual Gates
P Savarese, LO Mazza, DR Figueiredo
arXiv preprint arXiv:1611.01260, 2016
72016
Online Meta-Learning via Learning with Layer-Distributed Memory
S Babu, P Savarese, M Maire
NeurIPS, 2021
42021
Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise
P Savarese, X Yuan, Y Li, M Maire
NeurIPS, 2022
32022
From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets
P Savarese, M Kakodkar, B Ribeiro
AAAI, 2018
32018
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation
X Yuan, P Savarese, M Maire
Advances in Neural Information Processing Systems 36, 2024
22024
SySMOL: A Hardware-software Co-design Framework for Ultra-Low and Fine-Grained Mixed-Precision Neural Networks
C Zhou, V Richard, P Savarese, Z Hassman, M Maire, M DiBrino, Y Li
arXiv preprint arXiv:2311.14114, 2023
2023
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