publication venue for

• Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting 2017
• Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models 2023
• An Algorithm for Learning Switched Linear Dynamics from Data 2022
• Recursive Reinforcement Learning 2022
• Learning to Assimilate in Chaotic Dynamical Systems 2021
Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms 2020
An Embedding Framework for Consistent Polyhedral Surrogates 2019
Equal Opportunity in Online Classification with Partial Feedback 2019
Toward a Characterization of Loss Functions for Distribution Learning 2019
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning 2018
Bounded-Loss Private Prediction Markets 2018
Local Differential Privacy for Evolving Data 2018
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch 2018
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding 2018
Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM 2017
Eliciting Categorical Data for Optimal Aggregation 2016
Convergence Analysis of Prediction Markets via Randomized Subspace Descent 2015
Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning 2014
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models 2014
Time-Data Tradeoffs by Aggressive Smoothing 2014
Online learning of non-stationary sequences 2003
A rational analysis of cognitive control in a speeded discrimination task 2001
Prodding the ROC curve: Constrained optimization of classifier performance 2001
Beyond maximum likelihood and density estimation: A sample-based criterion for unsupervised learning of complex models 2000
The interplay of symbolic and subsymbolic processes in anagram problem solving 2000
Churn reduction in the wireless industry 1999
A principle for unsupervised hierarchical decomposition of visual scenes 1998
A superadditive-impairment theory of optic aphasia 1997
Learning human-like knowledge by singular value decomposition: A progress report 1997
The neurothermostat: Predictive optimal control of residential heating systems 1996
Human and machine 'quick modelling' 1992
... more