Ian Barnett

1. Sparse Neural Additive Model: Interpretable Deep Learning with Feature Selection via Group Sparsity
   2022/02/25 by Shiyun Xu, Xu, Shiyun, Zhiqi Bu +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
2. Entropy-Based Strategies for Multi-Bracket Pools
   2023/08/28 by Ryan S. Brill, Abraham J. Wyner, Ian Barnett +1 · 1 voice
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Smart Grid Energy Management #cs.GT
3. Combining Mixed Effects Hidden Markov Models with Latent Alternating Recurrent Event Processes to Model Diurnal Active-Rest Cycles
   2022/01/23 by Benny Ren, Ian Barnett, Ren, Benny +1 · 1 citation
   Psychology · Environmental Science · Social Sciences · #Mental Health Research Topics #Health, Environment, Cognitive Aging #Human Mobility and Location-Based Analysis
4. Permutation-based Hypothesis Testing for Neural Networks
   2023/01/26 by Francesca Mandel, Mandel, Francesca, Ian Barnett +1 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Methodology (stat.ME)
5. Two-Sample Hypothesis Testing for Large Random Graphs of Unequal Size
   2024/02/16 by Xin Jin, Jin, Xin, Kit Yee Chan +5 · 1 citation
   Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning and Data Classification #Methodology (stat.ME)
6. Change Point Detection in Correlation Networks
   2014/10/03 by Ian Barnett, Barnett, Ian, Jukka‐Pekka Onnela +1 · 1 citation
   Economics, Econometrics and Finance · Neuroscience · Psychology · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Mental Health Research Topics #Methodology (stat.ME)