Sanghamitra Dutta
@sanghamd.bsky.social
Assistant Professor at UMD College Park| Past: JPMorgan, CMU, IBM Research, Dataminr, IIT KGP
| Trustworthy ML, Interpretability, Fairness, Information Theory, Optimization, Stat ML
| Trustworthy ML, Interpretability, Fairness, Information Theory, Optimization, Stat ML
✈️ Traveling to #ICML2025. Presenting our paper: Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs #TabularLLM #Uncertainty #PredictionConsistency #Robustness
🕟 Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT
➡️ East Exhibition Hall A-B E-901
🔗https://arxiv.org/abs/2407.04173
🕟 Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT
➡️ East Exhibition Hall A-B E-901
🔗https://arxiv.org/abs/2407.04173
July 12, 2025 at 6:29 PM
✈️ Traveling to #ICML2025. Presenting our paper: Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs #TabularLLM #Uncertainty #PredictionConsistency #Robustness
🕟 Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT
➡️ East Exhibition Hall A-B E-901
🔗https://arxiv.org/abs/2407.04173
🕟 Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT
➡️ East Exhibition Hall A-B E-901
🔗https://arxiv.org/abs/2407.04173
Excited to share that my PhD student Sachindra Pasan Dissanayake has been awarded the Outstanding Graduate Assistant Award by the Graduate school (Top 2% of campus graduate assistants). #proudadvisor
pasandissanayake.github.io
pasandissanayake.github.io
February 19, 2025 at 1:01 AM
Excited to share that my PhD student Sachindra Pasan Dissanayake has been awarded the Outstanding Graduate Assistant Award by the Graduate school (Top 2% of campus graduate assistants). #proudadvisor
pasandissanayake.github.io
pasandissanayake.github.io
✈️ Headed to #NeurIPS2024 Presenting our paper on "Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory"
🎉 Wed 11 Dec 4:30 pm, Poster Session 2 East Exhibit Hall A-C #3303 #NeurIPS #XAI #Explainability #Privacy #Counterfactuals
Arxiv: arxiv.org/abs/2405.05369
🎉 Wed 11 Dec 4:30 pm, Poster Session 2 East Exhibit Hall A-C #3303 #NeurIPS #XAI #Explainability #Privacy #Counterfactuals
Arxiv: arxiv.org/abs/2405.05369
December 10, 2024 at 3:33 AM
✈️ Headed to #NeurIPS2024 Presenting our paper on "Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory"
🎉 Wed 11 Dec 4:30 pm, Poster Session 2 East Exhibit Hall A-C #3303 #NeurIPS #XAI #Explainability #Privacy #Counterfactuals
Arxiv: arxiv.org/abs/2405.05369
🎉 Wed 11 Dec 4:30 pm, Poster Session 2 East Exhibit Hall A-C #3303 #NeurIPS #XAI #Explainability #Privacy #Counterfactuals
Arxiv: arxiv.org/abs/2405.05369