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Pablo Rodriguez Bertorello

Stanford University - Computer Science Department

353 Serra Mall

Stanford, CA 94305

United States

SCHOLARLY PAPERS

5

DOWNLOADS

988

TOTAL CITATIONS

0

Ideas:
“  Traversing the (temporal) credit assignment problem.  ”

Scholarly Papers (5)

1.

Amazon Inventory Reconciliation Using AI

Number of pages: 6 Posted: 16 Jan 2019 Last Revised: 11 Jun 2019
Pablo Rodriguez Bertorello, Sravan Sripada and Nutchapol Dendumrongsup
Stanford University - Computer Science Department, Stanford University and Stanford University - Department of Energy Resources Engineering
Downloads 652 (100,469)

Abstract:

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Convolutional Neural Network, Deep Learning, Support Vector Machine, Radial Basis Function, Amazon Bin Image Dataset

2.

Why Your Neural Network is Still Singular and What You Can Do About It

Number of pages: 10 Posted: 16 Apr 2019 Last Revised: 11 Jun 2019
Jakub Dworakowski and Pablo Rodriguez Bertorello
Stanford University - Computer Science Department and Stanford University - Computer Science Department
Downloads 107 (654,668)

Abstract:

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Neural Network, Gradient Descent, Singular Value Decomposition, Conditioning, Classification, Regression, ImageNet, Reinforcement Learning, Regularization

3.

Recommendation Engine: Semantic Cold Start

Number of pages: 12 Posted: 25 Aug 2020 Last Revised: 27 Aug 2020
Pablo Rodriguez Bertorello
Stanford University - Computer Science Department
Downloads 83 (783,685)

Abstract:

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Recommendation Engines, Natural Language Processing, word2vec, Neural Networks, Gradient Descent, Singular Vector Decomposition, Collaborative Filtering, Latent Factor Models

4.

Rapid Reinforcement Learning by Injecting Stochasticity into Bellman

Number of pages: 6 Posted: 18 Jun 2019
Pablo Rodriguez Bertorello
Stanford University - Computer Science Department
Downloads 75 (837,727)

Abstract:

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Bellman equation, Markov Decision Problem, POMDP, Reinforcement Learnings

5.

SMate: Synthetic Minority Adversarial Technique

Number of pages: 6 Posted: 31 Dec 2019
Pablo Rodriguez Bertorello and Liang Ping Koh
Stanford University - Computer Science Department and affiliation not provided to SSRN
Downloads 71 (867,774)

Abstract:

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Data-set Class Imbalance, Image Clas-sification, Down-sampling, Example Weighting, SyntheticMinority Over-sampling, SMOTE, Adaptive Synthesis,ADASYN, Generative Adversarial Network, GAN, Trans-fer Learning, Deep Neural Network, DNN, ConvolutionalNeural Network, CNN