Citovsky, Gui

6 publications

NeurIPS 2025 Analyzing Similarity Metrics for Data Selection for Language Model Pretraining Dylan Sam, Ayan Chakrabarti, Afshin Rostamizadeh, Srikumar Ramalingam, Gui Citovsky, Sanjiv Kumar

NeurIPS 2025 GIST: Greedy Independent Set Thresholding for Max-Min Diversification with Submodular Utility Matthew Fahrbach, Srikumar Ramalingam, Morteza Zadimoghaddam, Sara Ahmadian, Gui Citovsky, Giulia DeSalvo

ICLR 2023 Leveraging Importance Weights in Subset Selection Gui Citovsky, Giulia DeSalvo, Sanjiv Kumar, Srikumar Ramalingam, Afshin Rostamizadeh, Yunjuan Wang

AISTATS 2021 Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering Danny Vainstein, Vaggos Chatziafratis, Gui Citovsky, Anand Rajagopalan, Mohammad Mahdian, Yossi Azar

NeurIPS 2021 Batch Active Learning at Scale Gui Citovsky, Giulia DeSalvo, Claudio Gentile, Lazaros Karydas, Anand Rajagopalan, Afshin Rostamizadeh, Sanjiv Kumar

ICML 2021 Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees Anand Rajagopalan, Fabio Vitale, Danny Vainstein, Gui Citovsky, Cecilia M Procopiuc, Claudio Gentile