output
20022026
most citedStealing Machine Learning Models via Prediction APIs

733 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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4 papers · 1 filter

cs.LG2026

Muscle Synergy Priors Enhance Biomechanical Fidelity in Predictive Musculoskeletal Locomotion Simulation

Ilseung Park, Eunsik Choi, Jangwhan Ahn +1

Human locomotion emerges from high-dimensional neuromuscular control, making predictive musculoskeletal simulation challenging. We present a physiology-informed reinforcement-learn…

cs.LG2024★ 2 cited

PedSleepMAE: Generative Model for Multimodal Pediatric Sleep Signals

Saurav R. Pandey, Aaqib Saeed, Harlin Lee

Pediatric sleep is an important but often overlooked area in health informatics. We present PedSleepMAE, a generative model that fully leverages multimodal pediatric sleep signals…

cs.LG2022★ 11 cited

Transparent Single-Cell Set Classification with Kernel Mean Embeddings

Siyuan Shan, Vishal Baskaran, Haidong Yi +3

Modern single-cell flow and mass cytometry technologies measure the expression of several proteins of the individual cells within a blood or tissue sample. Each profiled biological…

cs.LG2021

Partially Observed Exchangeable Modeling

Yang Li, Junier B. Oliva

Modeling dependencies among features is fundamental for many machine learning tasks. Although there are often multiple related instances that may be leveraged to inform conditional…