Gabriel Bianconi

Gabriel Bianconi

Gabriel is the founder of Scalar Research, an artificial intelligence and data science consulting firm. We help companies tackle complex business challenges with data-driven products and solutions leveraging cutting-edge machine learning and advanced analytics.

Previously, he was a B.S. & M.S. student in computer science at Stanford University, where he conducted research in deep learning and computer vision.

You can find him on Twitter and LinkedIn.


Research

A Computer Vision System for Deep Learning-Based Detection of Patient Mobilization Activities in the ICU
Francesca Rinaldo, Jeffrey Jopling, Bingbin Liu, Rishab Mehra, Lance Downing, Michelle Guo, Gabriel M. Bianconi, Alexandre Alahi, Julia Lee, Brandi Campbell, Kayla Deru, William Beninati, Li Fei-Fei Li, and Arnold Milstein
npj Digital Medicine [paper]

Vision-Based Prediction of ICU Mobility Care Activities Using Recurrent Neural Networks
Gabriel M. Bianconi*, Rishab Mehra*, Serena Yeung, Francesca Salipur, Jeffrey Jopling, Lance Downing, Albert Haque, Alexandre Alahi, Brandi Campbell, Kayla Deru, William Beninati, Arnold Milstein, and Li Fei-Fei
NIPS ML4H 2017 (Spotlight Presentation - Top 10 Papers) [poster]

Quantum-Assisted Learning for Convolutional Deep Belief Networks
Gabriel M. Bianconi, Maxwell P. Henderson, and Mykel J. Kochenderfer
AQC 2017 (Poster Presentation) [poster]


Speaking

Big Data & AI Conference 2019
Dallas, TX — June 2019 [upcoming]

PyCon CZ 2019
Ostrava, Czech Republic — June 2019 [upcoming]

ODSC East 2019
Boston, MA — May 2019 [upcoming]

Coding Serbia 2019
Novi Sad, Serbia — May 2019 [upcoming]

ODSC East 2019
Boston, MA — May 2019 [upcoming]

Devoxx France 2019
Paris, France — April 2019 [upcoming]

ValleyML Spring 2019
Santa Clara, CA — April 2019 [upcoming]

IAM Weekend 2019
Barcelona, Spain — March 2019 [upcoming]

PyCon Odessa 2019
Odessa, Ukraine — March 2019 [upcoming]

PyTennessee 2019
Nashville, United States — February 2019 [slides]

CodeCamp NYC 2018
New York, United States — October 2018 [slides]


Open Source

pytorch-rbm
Restricted Boltzmann Machines (RBMs) in PyTorch


Contact

Gabriel can be found at gabriel ✉️scalarresearch.com.