Machine Learning Model Drift Detection Via Weak Data SlicesSamuel AckermanParijat Dubeet al.2021ICSE 2021
Runtime Prediction of Machine Learning Algorithms in AutoML SystemsParijat DubeTheodoros Salonidiset al.2023ICASSP 2023
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular PartitioningHaoze HeParijat Dube2023ICCV 2023
G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labelsJohn KenderParijat Dubeet al.2023ICCV 2023
Towards large language model-based personal agents in the enterprise: Current trends and open problemsVinod MuthusamyYara Rizket al.2023EMNLP 2023