
Wittawat Jitkrittum
http://wittawat.com
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I know what I don't know: improving model cascades through confidence tuning
Stephan Rabanser
Nathalie Rauschmayr
Petra Poklukar
Congchao Wang
2025
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim
Manzil Zaheer
Veeru Sadhanala
Sadeep Jayasumana
Aditya Menon
Rob Fergus
International Conference on Machine Learning (ICML) (2024)
Language Model Cascades: Token-Level Uncertainty And Beyond
Neha Gupta
Aditya Menon
International Conference on Learning Representations (2024)
A Sketch Is Worth a Thousand Words: Image Retrieval with Text and Sketch
Patsorn Sangkloy
Diyi Yang
James Hays
The European Conference on Computer Vision (ECCV) (2022) (to appear)
Post-hoc estimators for learning to defer to an expert
Aditya Krishna Menon
Advances in Neural Information Processing Systems (2022)
Disentangling sampling and labeling bias for learning in large-output spaces
Aditya Krishna Menon
Sadeep Jayasumana
International Conference on Machine Learning (ICML) 2021