Perceptual Grouping and Segmentation by Stochastic Clustering. - Yoram Gdalyahu; Noam Shental; Daphna Weinshall (CVPR, 2000)

Adjustment Learning and Relevant Component Analysis. - Noam Shental; Tomer Hertz; Daphna Weinshall; Misha Pavel (ECCV (4), 2002)

Enhancing Image and Video Retrieval: Learning via Equivalence Constraint. - Tomer Hertz; Noam Shental; Aharon Bar-Hillel; Daphna Weinshall (CVPR (2), 2003)

Learning and Inferring Image Segmentations using the GBP Typical Cut Algorithm. - Noam Shental; Assaf Zomet; Tomer Hertz; Yair Weiss (ICCV, 2003)

Learning Distance Functions using Equivalence Relations. - Aharon Bar-Hillel; Tomer Hertz; Noam Shental; Daphna Weinshall (ICML, 2003)

Computing Gaussian Mixture Models with EM Using Equivalence Constraints. - Noam Shental; Aharon Bar-Hillel; Tomer Hertz; Daphna Weinshall (NIPS, 2003)

Pairwise Clustering and Graphical Models. - Noam Shental; Assaf Zomet; Tomer Hertz; Yair Weiss (NIPS, 2003)

Generalized belief propagation receiver for near-optimal detection of two-dimensional channels with memory. - Ori Shental; Anthony J. Weiss; Noam Shental; Yair Weiss (ITW, 2004)

From unsupervised to semi-supervised learning : algorithms and applications (מלמידה לא-מפוקחת ללמידה מפוקחת-למחצה.). - Noam Shental (2004)

On the achievable information rates of finite-state input two-dimensional channels with memory. - Ori Shental; Noam Shental; Shlomo Shamai (ISIT, 2005)

Learning a Mahalanobis Metric from Equivalence Constraints. - Aharon Bar-Hillel; Tomer Hertz; Noam Shental; Daphna Weinshall (J. Mach. Learn. Res., 2005)

Semi-Supervised Learning – A Statistical Physics Approach - Gad Getz; Noam Shental; Eytan Domany (CoRR, 2006)

Discrete-Input Two-Dimensional Gaussian Channels With Memory: Estimation and Information Rates Via Graphical Models and Statistical Mechanics. - Ori Shental; Noam Shental; Shlomo Shamai; Ido Kanter; Anthony J. Weiss; Yair Weiss (IEEE Trans. Inf. Theory, 2008)

Compressed sensing approach for high throughput carrier screen. - Yaniv Erlich; Noam Shental; Amnon Amir; Or Zuk (Allerton, 2009)

Rare-Allele Detection Using Compressed Se(que)nsing - Noam Shental; Amnon Amir; Or Zuk (CoRR, 2009)

Compressed sensing-based pooling experiments using next generation sequencing. - Noam Shental; Amnon Amir; Or Zuk (ITA, 2010)

Accurate Profiling of Microbial Communities from Massively Parallel Sequencing Using Convex Optimization. - Or Zuk; Amnon Amir; Amit Zeisel; Ohad Shamir; Noam Shental (SPIRE, 2013)

Combining whole genome sequencing and non-adaptive group testing for large-scale ethnicity screens. - Elior Avraham; Noam Shental (BMC Bioinform., 2025)