An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series. - Farzana Anowar; Samira Sadaoui; Hardik Dalal (DeLTA, 2022)

Clustering Quality of a High-dimensional Service Monitoring Time-series Dataset. - Farzana Anowar; Samira Sadaoui; Hardik Dalal (ICAART (2), 2022)

Joint Consensus Matrix Design and Resource Allocation for Decentralized Learning. - Jingrong Wang; Ben Liang 001; Zhongwen Zhu; Emmanuel Thepie Fapi; Hardik Dalal (IFIP Networking, 2022)

Adaptive Learning for Service Monitoring Data. - Farzana Anowar; Samira Sadaoui; Hardik Dalal (CoRR, 2022)

Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case. - Farzana Anowar; Samira Sadaoui; Hardik Dalal (SN Comput. Sci., 2023)

Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA. - Shuangyi Chen; Yue Ju; Hardik Dalal; Zhongwen Zhu; Ashish Khisti (CoRR, 2024)

Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA. - Shuangyi Chen; Yuanxin Guo; Yue Ju; Hardik Dalal; Ashish Khisti (CoRR, 2025)