Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models – A review and challenges…
Regular-pattern-sensitive CRFs for Distant Label Interactionsby Sean Papay, Roman Klinger, Sebastian PadoFirst submitted to arxiv…
Few-shot Model Extraction Attacks against Sequential Recommender Systemsby Hui Zhang, Fu LiuFirst submitted to arxiv…
A Pre-Trained Graph-Based Model for Adaptive Sequencing of Educational Documentsby Jean Vassoyan, Anan Schütt, Jill-Jênn…
Efficient, Low-Regret, Online Reinforcement Learning for Linear MDPsby Philips George John, Arnab Bhattacharyya, Silviu Maniu,…
Drone Detection using Deep Neural Networks Trained on Pure Synthetic Databy Mariusz Wisniewski, Zeeshan A.…
SAFES: Sequential Privacy and Fairness Enhancing Data Synthesis for Responsible AIby Spencer Giddens, Fang LiuFirst…
Score-based generative diffusion with “active” correlated noise sourcesby Alexandra Lamtyugina, Agnish Kumar Behera, Aditya Nandy,…
SynRL: Aligning Synthetic Clinical Trial Data with Human-preferred Clinical Endpoints Using Reinforcement Learningby Trisha Das,…
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Modelsby Yeming Wen, Swarat ChaudhuriFirst submitted…