Sharpnack, James

1. An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling
   2020/06/07 by Qin Ding, Ding, Qin, Cho‐Jui Hsieh +3 · 5 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques
2. RLSbench: Domain Adaptation Under Relaxed Label Shift
   2023/02/06 by Garg, Saurabh, Erickson, Nick, Sharpnack, James +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. SQL-Rank: A Listwise Approach to Collaborative Ranking
   2018/02/28 by Wu, Liwei, Hsieh, Cho-Jui, Sharpnack, James · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Adaptive Non-Parametric Regression With the K-NN Fused Lasso
   2018/07/31 by Oscar Hernán Madrid Padilla, Padilla, Oscar Hernan Madrid, James Sharpnack +5 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Risk and Portfolio Optimization #Statistical Methods and Inference
5. Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers
   2019/05/25 by Liwei Wu, Wu, Liwei, Shuqing Li +5 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
6. Approximate Recovery in Changepoint Problems, from ℓ₂ Estimation Error Rates
   2016/06/21 by Kevin Lin, James Sharpnack, Lin, Kevin +5 · 2 citations
   Mathematics · Economics, Econometrics and Finance · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life
7. Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
   2021/06/05 by Qin Ding, Ding, Qin, Yiwei Liu +7 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics