V. Sivakumar

1. emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
   2024/10/26 by V. Sivakumar, Jeffrey Seely, Sivakumar, Viswanath +13 · 15 citations
   Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #H.1.2 #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.7 #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Tactile and Sensory Interactions #electronic engineering #information engineering
2. Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis
   2020/02/26 by V. Sivakumar, Zhiwei Steven Wu, Sivakumar, Vidyashankar +3 · 3 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
3. Estimation with Norm Regularization
   2015/05/09 by Arindam Banerjee, Banerjee, Arindam, Sheng Chen +6 · 7 citations
   Computer Science · Engineering · Mathematics · #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #cs.LG #stat.ML
4. Structured Stochastic Linear Bandits
   2016/06/17 by Nicholas D. Johnson, Johnson, Nicholas, V. Sivakumar +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics