Scovel, Clint
- Learning from dependent observations
2007/07/02 by Ingo Steinwart, Steinwart, Ingo, Don Hush +3 · 1 citation
Computer Science · Engineering · Mathematics · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference
- Separability of reproducing kernel spaces
2015/06/13 by Owhadi, Houman, Scovel, Clint · 1 citation
#46E22 #FOS: Mathematics #Functional Analysis (math.FA)
- Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball
2021/08/24 by Hamed Hamze Bajgiran, Pau Batlle Franch, Bajgiran, Hamed Hamze +13 · 1 citation
Decision Sciences · Engineering · #62C20 #62F03 #62F25 #62F35 #68T37 #Advanced Statistical Process Monitoring #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME) #Probabilistic and Robust Engineering Design #Statistics and Probability (physics.data-an)
- Universal Scalable Robust Solvers from Computational Information Games\n and fast eigenspace adapted Multiresolution Analysis
2017/03/31 by Houman Owhadi, Clint Scovel, Owhadi, Houman +1 · 1 citation
Computer Science · Decision Sciences · Engineering · #15A18 #35Q91 #42C40 #60G42 #62C10 #62C20 #62C99 #65F99 #65M55 #65N55 #65N75 #65T60 #68Q25 #68T99 #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design #Sparse and Compressive Sensing Techniques #Target Tracking and Data Fusion in Sensor Networks
- Kernel Mode Decomposition and programmable/interpretable regression networks
2019/07/19 by Houman Owhadi, Clint Scovel, Owhadi, Houman +3 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #42C15 #62J02 #68T01 #68T10 #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Scientific Research and Discoveries