activity
20162025
most citedActive Learning A Neural Network Model For Gold Clusters \& Bulk From Sparse First Principles Training Data

30 citations · 90 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Comparison of Deterministic and Probabilistic Machine Learning Algorithms for Precise Dimensional Control and Uncertainty Quantification in Additive Manufacturing

Dipayan Sanpui, Anirban Chandra, Henry Chan +2

We present a probabilistic framework to accurately estimate dimensions of additively manufactured components. Using a dataset of 405 parts from nine production runs involving two m…

cs.LG2020

Combinatorial Black-Box Optimization with Expert Advice

Hamid Dadkhahi, Karthikeyan Shanmugam, Jesus Rios +4

We consider the problem of black-box function optimization over the boolean hypercube. Despite the vast literature on black-box function optimization over continuous domains, not m…