Yaniv Romano
- Conformalized Quantile Regression
2019/05/08 by Yaniv Romano, Evan Patterson, Romano, Yaniv +3 · 116 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Statistical Methods and Inference
- The Little Engine that Could: Regularization by Denoising (RED)
2016/11/09 by Yaniv Romano, Romano, Yaniv, Michael Elad +3 · 68 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Numerical Analysis (math.NA) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques
- Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
2022/02/10 by Anastasios N. Angelopoulos, Angelopoulos, Anastasios N, Amit P Kohli +13 · 12 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Cell Image Analysis Techniques
- Achieving Risk Control in Online Learning Settings
2022/05/18 by Shai Feldman, Feldman, Shai, Ringel, Liran +4 · 10 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Advanced Bandit Algorithms Research
- Conformal Prediction using Conditional Histograms
2021/05/18 by Matteo Sesia, Yaniv Romano, Sesia, Matteo +1 · 9 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Gaussian Processes and Bayesian Inference #Bayesian Methods and Mixture Models
- An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings
2021/10/28 by Meyer Scetbon, Laurent Meunier, Scetbon, Meyer +3 · 5 citations
Mathematics · Computer Science · #Statistical Methods and Inference #Image and Signal Denoising Methods #Advanced Image Processing Techniques
- Label Noise Robustness of Conformal Prediction
2022/09/28 by Bat-Sheva Einbinder, Einbinder, Bat-Sheva, Stephen Bates +8 · 6 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
- Convolutional Neural Networks Analyzed via Convolutional Sparse Coding
2016/07/27 by Vardan Papyan, Yaniv Romano, Papyan, Vardan +3 · 4 citations
Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Derandomized Novelty Detection with FDR Control via Conformal E-values
2023/02/14 by Meshi Bashari, Bashari, Meshi, Amir Epstein +5 · 7 citations
Engineering · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME) #Statistical Methods and Inference
- Provably Robust Conformal Prediction with Improved Efficiency
2024/04/30 by Yan Ge, Yan, Ge, Yaniv Romano +3 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems
2023/05/17 by Omer Belhasin, Yaniv Romano, Belhasin, Omer +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
2024/08/14 by Yarin Bar, Bar, Yarin, Shalev Shaer +3 · 8 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics
- Semantic uncertainty intervals for disentangled latent spaces
2022/07/20 by Swami Sankaranarayanan, Anastasios N. Angelopoulos, Sankaranarayanan, Swami +7 · 4 citations
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- With Malice Towards None: Assessing Uncertainty via Equalized Coverage
2019/08/15 by Yaniv Romano, Romano, Yaniv, Rina Foygel Barber +5 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data
- RAISR: Rapid and Accurate Image Super Resolution
2016/06/03 by Yaniv Romano, Romano, Yaniv, John Isidoro +3 · 1 voice · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods #cs.CV
- Boosting of Image Denoising Algorithms
2015/02/22 by Yaniv Romano, Romano, Yaniv, Michael Elad +1 · 1 citation
Computer Science · Engineering · #05C50 #47A52 #62H35 #68R10 #68U10 #94A08 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Medical Image Segmentation Techniques #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
- Semi-Supervised Risk Control via Prediction-Powered Inference
2024/12/15 by Bat-Sheva Einbinder, Einbinder, Bat-Sheva, Liran Ringel +3 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Machine Learning in Healthcare
- Robust Conformal Prediction Using Privileged Information
2024/06/08 by Shai Feldman, Yaniv Romano, Feldman, Shai +1 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Early Time Classification with Accumulated Accuracy Gap Control
2024/02/01 by Liran Ringel, Regev Cohen, Ringel, Liran +7 · 1 citation
Engineering · #Advanced Algorithms and Applications #Control Systems and Identification #FOS: Computer and information sciences #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Lightsolver challenges a leading deep learning solver for Max-2-SAT problems
2023/02/14 by Hod Wirzberger, Assaf Kalinski, Wirzberger, Hod +11 · 1 citation
Decision Sciences · #Data Quality and Management #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Quantum Physics (quant-ph)
- Robust Conformal Outlier Detection under Contaminated Reference Data
2025/02/07 by Meshi Bashari, Matteo Sesia, Bashari, Meshi +3 · 3 citations
Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting
2025/05/07 by Shai Feldman, Feldman, Shai, Stephen Bates +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Learning a Continue-Thinking Token for Enhanced Test-Time Scaling
2025/06/12 by Liran Ringel, Elad Tolochinsky, Ringel, Liran +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming