Plan, Yaniv
- Matrix Completion With Noise
2009/03/18 by Emmanuel J. Candès, Yaniv Plan, Candes, Emmanuel J. +1 · 17 citations
Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
- Robust 1-bit compressed sensing and sparse logistic regression: A convex\n programming approach
2012/02/06 by Yaniv Plan, Roman Vershynin, Plan, Yaniv +1 · 5 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms #Distributed Sensor Networks and Detection Algorithms
- Tight Analyses for Non-Smooth Stochastic Gradient Descent
2018/12/13 by Harvey, Nicholas J. A., Liaw, Christopher, Plan, Yaniv +1 · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- One-bit compressed sensing by linear programming
2011/09/20 by Plan, Yaniv, Vershynin, Roman · 4 citations
#60D05 #90C25 (Secondary) #94A12 (Primary) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR)
- Dimension reduction by random hyperplane tessellations
2011/11/18 by Yaniv Plan, Roman Vershynin, Plan, Yaniv +1 · 4 citations
Mathematics · Computer Science · #Point processes and geometric inequalities #Computational Geometry and Mesh Generation #Digital Image Processing Techniques
- The generalized Lasso with non-linear observations
2015/02/13 by Yaniv Plan, Plan, Yaniv, Roman Vershynin +1 · 3 citations
Computer Science · Engineering · Mathematics · #60D05 #90C25 (secondary) #94A12 (primary) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
- 1-Bit Matrix Completion
2012/09/17 by Davenport, Mark A., Plan, Yaniv, Berg, Ewout van den +1 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Statistics Theory (math.ST)
- High-dimensional estimation with geometric constraints
2014/04/14 by Plan, Yaniv, Vershynin, Roman, Yudovina, Elena · 2 citations
#60D05 #94A12 #FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)
- A probabilistic and RIPless theory of compressed sensing
2010/11/16 by Candes, Emmanuel J., Plan, Yaniv · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Average-case Hardness of RIP Certification
2016/05/31 by Wang, Tengyao, Berthet, Quentin, Plan, Yaniv · 1 citation
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Near-optimal sample complexity for convex tensor completion
2017/11/14 by Ghadermarzy, Navid, Plan, Yaniv, Yılmaz, Özgür · 1 citation
#15A69 #62H12 #94A15 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)