3 citations · 5 across the 3 of their papers we have counts for
5 papers
Routing in Line Networks with Handling Times
Gabriel Deza, Michal Tzur, Tal Raviv
Motivated by hyperconnected urban parcel networks for same-day and time-sensitive delivery, we study the fixed-line routing problem that arises when evaluating a candidate set of r…
Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Research
Ryan Hoque, Kaushik Shivakumar, Shrey Aeron +7
Autonomous fabric manipulation is a longstanding challenge in robotics, but evaluating progress is difficult due to the cost and diversity of robot hardware. Using Reach, a cloud r…
Interpretability in Safety-Critical FinancialTrading Systems
Gabriel Deza, Adelin Travers, Colin Rowat +1
Sophisticated machine learning (ML) models to inform trading in the financial sector create problems of interpretability and risk management. Seemingly robust forecasting models ma…
Unrolling SGD: Understanding Factors Influencing Machine Unlearning
Anvith Thudi, Gabriel Deza, Varun Chandrasekaran +1
Machine unlearning is the process through which a deployed machine learning model is made to forget about some of its training data points. While naively retraining the model from…
Optimization over Degree Sequences of Graphs
Gabriel Deza, Shmuel Onn
We consider the problem of finding a subgraph of a given graph minimizing the sum of given functions at vertices evaluated at their subgraph degrees. While the problem is NP-hard a…