2 papers
cs.AI2025
Off-Policy Evaluation and Counterfactual Methods in Dynamic Auction Environments
Ritam Guha, Nilavra Pathak
Counterfactual estimators are critical for learning and refining policies using logged data, a process known as Off-Policy Evaluation (OPE). OPE allows researchers to assess new po…
cs.LG2019
Estimating Buildings' Parameters over Time Including Prior Knowledge
Nilavra Pathak, James Foulds, Nirmalya Roy +2
Modeling buildings' heat dynamics is a complex process which depends on various factors including weather, building thermal capacity, insulation preservation, and residents' behavi…