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Chapter and Conference Paper
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
With the increasing abundance of pretrained models in recent years, the problem of selecting the best pretrained checkpoint for a particular downstream classification task has been gaining increased attention....
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Article
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages
We describe novel approaches to tackling the problem of natural language processing for low-resource languages. The approaches are embodied in systems for name tagging and machine translation (MT) that we cons...
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Article
Provable Unlinkability Against Traffic Analysis with Low Message Overhead
Rackoff and Simon proved that a variant of Chaum’s protocol for anonymous communication, later developed as the Onion Routing Protocol, is unlinkable against a passive adversary that controls all communication...
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Chapter
The Social Ultimatum Game
The Ultimatum Game is a key exemplar that shows how human play often deviates from “rational” strategies suggested by game-theoretic analysis. One explanation is that humans cannot put aside the assumption of ...
