Srikumar Ramalingam

Research Scientist, Google

2 papers at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Analyzing Similarity Metrics for Data Selection for Language Model Pretraining

#103 · Dylan Sam, Ayan Chakrabarti, Afshin Rostamizadeh, Srikumar Ramalingam, Gui Citovsky, Sanjiv Kumar

We propose a new framework and set of evaluation criteria to assess the utility of text embeddings used in data selection for pretraining langauge models.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

GIST: Greedy Independent Set Thresholding for Max-Min Diversification with Submodular Utility

#5209 · Matthew Fahrbach, Srikumar Ramalingam, Morteza Zadimoghaddam, Sara Ahmadian, Gui Citovsky, Giulia DeSalvo