Amr Ahmed

ORCID

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 60

Top Venues

Publications

Mahmood Haithami, Amr Ahmed, Iman Yi Liao, Hamid Jalab Altulea
Automatic Bowel Preparation Assessment Using Deep Learning. ICPR Workshops (1) (2022)
Sharib Ali, Noha M. Ghatwary, Debesh Jha, Ece Isik-Polat, Gorkem Polat, Chen Yang, Wuyang Li, Adrian Galdran, Miguel Ángel González Ballester, Vajira Thambawita, Steven Hicks, Sahadev Poudel, Sang-Woong Lee, Ziyi Jin, Tianyuan Gan, ChengHui Yu, Jiangpeng Yan, Doyeob Yeo, Hyunseok Lee, Nikhil Kumar Tomar, Mahmood Haithami, Amr Ahmed, Michael A. Riegler, Christian Daul, Pål Halvorsen, Jens Rittscher, Osama E. Salem, Dominique Lamarque, Renato Cannizzaro, Stefano Realdon, Thomas de Lange, James E. East
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. CoRR (2022)
Boce Lin, Tzu-Yuan Huang, Amr Ahmed, Min-Yu Huang, Hua Wang
A 23-37GHz Autonomous Two-Dimensional MIMO Receiver Array with Rapid Full-FoV Spatial Filtering for Unknown Interference Suppression. CICC (2022)
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Unsupervised Opinion Summarization Using Approximate Geodesics. CoRR (2022)
Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review. Medical Biol. Eng. Comput. 60 (3) (2022)
Nicholas Monath, Kumar Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gökhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu
Scalable Hierarchical Agglomerative Clustering. KDD (2021)
Ankit Singh Rawat, Manzil Zaheer, Aditya Krishna Menon, Amr Ahmed, Sanjiv Kumar
When in Doubt, Summon the Titans: Efficient Inference with Large Models. CoRR (2021)
Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias W. Seeger, Cédric Archambeau
Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization. KDD (2021)
Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath, Avinava Dubey, Patrick Flaherty, Manzil Zaheer, Amr Ahmed, Kyle Cranmer, Andrew McCallum
Exact and approximate hierarchical clustering using A. UAI (2021)
Amr Ahmed, Min-Yu Huang, David Joseph Munzer, Hua Wang
A 43-97-GHz Mixer-First Front-End With Quadrature Input Matching and On-Chip Image Rejection. IEEE J. Solid State Circuits 56 (3) (2021)
Zi Yan Chen, Iman Yi Liao, Amr Ahmed
KDT-SPSO: A multimodal particle swarm optimisation algorithm based on k-d trees for palm tree detection. Appl. Soft Comput. 103 (2021)
Craig S. Greenberg, Sebastian Macaluso, Nicholas Monath, Avinava Dubey, Patrick Flaherty, Manzil Zaheer, Amr Ahmed, Kyle Cranmer, Andrew McCallum
Exact and Approximate Hierarchical Clustering Using A. CoRR (2021)
Nicholas Monath, Manzil Zaheer, Kumar Avinava Dubey, Amr Ahmed, Andrew McCallum
DAG-Structured Clustering by Nearest Neighbors. AISTATS (2021)
Mahmood Haithami, Amr Ahmed, Iman Yi Liao, Hamid A. Jalab
An Embedded Recurrent Neural Network-based Model for Endoscopic Semantic Segmentation. EndoCV@ISBI (2021)
Biswajit Paria, Rajat Sen, Amr Ahmed, Abhimanyu Das
Hierarchically Regularized Deep Forecasting. CoRR (2021)
Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes. AAAI (2021)
Amr Ahmed, Boce Lin, Hua Wang
A 26-32 GHz Dual-Polarization Receiver with Autonomous Polarization Alignment for Fast-Response Mm-Wave MIMO Links in Highly Dynamic Mobile Environments. CICC (2021)
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed
Non-Stationary Off-Policy Optimization. AISTATS (2021)
Paul Pu Liang, Manzil Zaheer, Yuan Wang, Amr Ahmed
Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies. ICLR (2021)
Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias W. Seeger, Cédric Archambeau
Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization. CoRR (2020)
Saddam Bekhet, Amr Ahmed
Evaluation of similarity measures for video retrieval. Multim. Tools Appl. 79 (9-10) (2020)
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed
Piecewise-Stationary Off-Policy Optimization. CoRR (2020)
Ahmad W. Abouelainein, Amr Ahmed, Omar M. Shehata, Elsayed I. Morgan
Generic ROS-Based Multirotor Architecture for Controller Testing in Indoor Environments. ICCMA (2020)
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed, Mohammad Ghavamzadeh, Craig Boutilier
Non-Stationary Latent Bandits. CoRR (2020)
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed, Craig Boutilier
Latent Bandits Revisited. CoRR (2020)
Manzil Zaheer, Guru Guruganesh, Kumar Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontañón, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed
Big Bird: Transformers for Longer Sequences. NeurIPS (2020)
Weng San Wong, Mohammed Amer, Tomás Maul, Iman Yi Liao, Amr Ahmed
Conditional Generative Adversarial Networks for Data Augmentation in Breast Cancer Classification. SCDM (2020)
Nicholas Monath, Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gökhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu
Scalable Bottom-Up Hierarchical Clustering. CoRR (2020)
Paul Pu Liang, Manzil Zaheer, Yuan Wang, Amr Ahmed
Anchor & Transform: Learning Sparse Representations of Discrete Objects. CoRR (2020)
Amr Ahmed, Min-Yu Huang, Hua Wang
Mixer-First Extremely Wideband 43-97 GHz RX Frontend with Broadband Quadrature Input Matching and Current Mode Transformer-Based Image Rejection for Massive MIMO Applications. CICC (2020)
Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed, Tissa Chandesa, Iman Yi Liao
A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System. CoRR (2020)
Amr Ahmed, Catherine M. Elias, Omar M. Shehata
Control of a Hexa-Rotor System Using Various of X-MPC Techniques. ICCMA (2020)
Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes. CoRR (2020)
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed, Craig Boutilier
Latent Bandits Revisited. NeurIPS (2020)
Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontañón, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed
Big Bird: Transformers for Longer Sequences. CoRR (2020)
Piali Das, Nikita Ivkin, Tanya Bansal, Laurence Rouesnel, Philip Gautier, Zohar S. Karnin, Leo Dirac, Lakshmi Ramakrishnan, Andre Perunicic, Iaroslav Shcherbatyi, Wilton Wu, Aida Zolic, Huibin Shen, Amr Ahmed, Fela Winkelmolen, Miroslav Miladinovic, Cédric Archambeau, Alex Tang, Bhaskar Dutt, Patricia Grao, Kumar Venkateswar
Amazon SageMaker Autopilot: a white box AutoML solution at scale. DEEM@SIGMOD (2020)
Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar S. Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Lienart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel
Amazon SageMaker Autopilot: a white box AutoML solution at scale. CoRR (2020)
Manzil Zaheer, Amr Ahmed, Yuan Wang, Daniel Silva, Marc Najork, Yuchen Wu, Shibani Sanan, Surojit Chatterjee
Uncovering Hidden Structure in Sequence Data via Threading Recurrent Models. WSDM (2019)
Nicholas Monath, Manzil Zaheer, Daniel Silva, Andrew McCallum, Amr Ahmed
Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space. KDD (2019)
Saddam Bekhet, Amr Ahmed
Video similarity detection using fixed-length Statistical Dominant Colour Profile (SDCP) signatures. J. Real Time Image Process. 16 (6) (2019)
Abir Baâzaoui, Walid Barhoumi, Amr Ahmed, Ezzeddine Zagrouba
Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval. Expert Syst. Appl. 94 (2018)
Saddam Bekhet, Amr Ahmed
Graph-based video sequence matching using dominant colour graph profile (DCGP). Signal Image Video Process. 12 (2) (2018)
Saddam Bekhet, Amr Ahmed
An Integrated Signature-Based Framework for Efficient Visual Similarity Detection and Measurement in Video Shots. ACM Trans. Inf. Syst. 36 (4) (2018)
Chao-Yuan Wu, Amr Ahmed, Gowtham Ramani Kumar, Ritendra Datta
Predicting Latent Structured Intents from Shopping Queries. WWW (2017)
Xun Zheng, Manzil Zaheer, Amr Ahmed, Yuan Wang, Eric P. Xing, Alexander J. Smola
State Space LSTM Models with Particle MCMC Inference. CoRR (2017)
Hamid A. Jalab, Rabha W. Ibrahim, Amr Ahmed
Image denoising algorithm based on the convolution of fractional Tsallis entropy with the Riesz fractional derivative. Neural Comput. Appl. 28 (S-1) (2017)
Ahmed M. Aly, Moustafa A. Hammad, Amr Ahmed
SHRec: Scalable Holistic Recommendation. SSDBM (2017)
Manzil Zaheer, Satwik Kottur, Amr Ahmed, José M. F. Moura, Alexander J. Smola
Canopy Fast Sampling with Cover Trees. ICML (2017)
Noha M. Ghatwary, Amr Ahmed, Xujiong Ye
Automated Detection of Barrett's Esophagus Using Endoscopic Images: A Survey. MIUA (2017)
Chao-Yuan Wu, Amr Ahmed, Alex Beutel, Alexander J. Smola
Joint Training of Ratings and Reviews with Recurrent Recommender Networks. ICLR (Workshop) (2017)
Manzil Zaheer, Amr Ahmed, Alexander J. Smola
Latent LSTM Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data. ICML (2017)
Noha M. Ghatwary, Amr Ahmed, Xujiong Ye, Hamid A. Jalab
Automatic grade classification of Barretts Esophagus through feature enhancement. Medical Imaging: Computer-Aided Diagnosis (2017)
Chao-Yuan Wu, Amr Ahmed, Alex Beutel, Alexander J. Smola, How Jing
Recurrent Recommender Networks. WSDM (2017)
Amr Ahmed, James Long, Daniel Silva, Yuan Wang
A Practical Algorithm for Solving the Incoherence Problem of Topic Models In Industrial Applications. KDD (2017)
Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J. Smola
Explaining Reviews and Ratings with PACO: Poisson Additive Co-Clustering. WWW (Companion Volume) (2016)
David M. Frohlich, Christopher Lim, Amr Ahmed
Co-designing a diversity of social media products with and for older people. DSAI (2016)
Yifan Yang, Amr Ahmed, Shigang Yue, Xiang Xie, Hong Chen, Zhihua Wang
An algorithm for accurate needle orientation. EMBC (2016)
Saddam Bekhet, Amr Ahmed, Amjad AlTadmri, Andrew Hunter
Compressed video matching: Frame-to-frame revisited. Multim. Tools Appl. 75 (23) (2016)
Hussein Alahmer, Amr Ahmed
Computer-aided Classification of Liver Lesions from CT Images Based on Multiple ROI. MIUA (2016)
Amr Ahmed, Yu Zhang, Dylan Burns, Dryver Huston, Tian Xia
Design of UWB Antenna for Air-Coupled Impulse Ground-Penetrating Radar. IEEE Geosci. Remote. Sens. Lett. 13 (1) (2016)
Alex Beutel, Amr Ahmed, Alexander J. Smola
ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly. WWW (2015)
Nan Du, Mehrdad Farajtabar, Amr Ahmed, Alexander J. Smola, Le Song
Dirichlet-Hawkes Processes with Applications to Clustering Continuous-Time Document Streams. KDD (2015)
Mu Li, Amr Ahmed, Alexander J. Smola
Inferring Movement Trajectories from GPS Snippets. WSDM (2015)
Alex Beutel, Amr Ahmed, Alexander J. Smola
ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly. CoRR (2015)
Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J. Smola
Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering. CoRR (2015)
Weinan Zhang, Amr Ahmed, Jie Yang, Vanja Josifovski, Alexander J. Smola
Annotating Needles in the Haystack without Looking: Product Information Extraction from Emails. KDD (2015)
Jordan Taylor, Amr Ahmed
Automated Screening of the Retinal Vascular Network for the Detection of Diabetic Retinopathy. MIUA (2015)
Saddam Bekhet, Amr Ahmed
Compact Signature-Based Compressed Video Matching Using Dominant Color Profiles (DCP). ICPR (2014)
Yuchen Zhang, Amr Ahmed, Vanja Josifovski, Alexander J. Smola
Taxonomy discovery for personalized recommendation. WSDM (2014)
Deema Abdal Hafeth, Amr Ahmed, David Cobham
Text Analysis of User-Generated Contents for Health-care Applications - Case Study on Smoking Status Classification. KDIR (2014)
Zahid Akhtar, Amr Ahmed, Cigdem Eroglu Erdem, Gian Luca Foresti
Biometric template update under facial aging. CIBIM (2014)
Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su
Scaling Distributed Machine Learning with the Parameter Server. OSDI (2014)
Amr Ahmed, Abhimanyu Das, Alexander J. Smola
Scalable hierarchical multitask learning algorithms for conversion optimization in display advertising. WSDM (2014)
Aaron Q. Li, Amr Ahmed, Sujith Ravi, Alexander J. Smola
Reducing the sampling complexity of topic models. KDD (2014)
Amjad AlTadmri, Amr Ahmed
A framework for automatic semantic video annotation - Utilizing similarity and commonsense knowledge bases. Multim. Tools Appl. 72 (2) (2014)
Bhargav Kanagal, Amr Ahmed, Sandeep Pandey, Vanja Josifovski, Lluis Garcia Pueyo, Jeffrey Yuan
Focused matrix factorization for audience selection in display advertising. ICDE (2013)
Amr Ahmed, Eric P. Xing
Scalable Dynamic Nonparametric Bayesian Models of Content and Users. IJCAI (2013)
Amr Ahmed, Liangjie Hong, Alexander J. Smola
Hierarchical geographical modeling of user locations from social media posts. WWW (2013)
Vidhya Navalpakkam, LaDawn Jentzsch, Rory Sayres, Sujith Ravi, Amr Ahmed, Alexander J. Smola
Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts. WWW (2013)
Amr Ahmed, Bhargav Kanagal, Sandeep Pandey, Vanja Josifovski, Lluis Garcia Pueyo, Jeffrey Yuan
Latent factor models with additive and hierarchically-smoothed user preferences. WSDM (2013)
Amr Ahmed, Nino Shervashidze, Shravan M. Narayanamurthy, Vanja Josifovski, Alexander J. Smola
Distributed large-scale natural graph factorization. WWW (2013)
Amr Ahmed, Alexander J. Smola
The dataminer's guide to scalable mixed-membership and nonparametric bayesian models. KDD (2013)
Amr Ahmed, Liangjie Hong, Alexander J. Smola
Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling. ICML (3) (2013)
Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola
Fair and balanced: learning to present news stories. WSDM (2012)
Bhargav Kanagal, Amr Ahmed, Sandeep Pandey, Vanja Josifovski, Jeffrey Yuan, Lluis Garcia Pueyo
Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior CoRR (2012)
Jun Zhu, Amr Ahmed, Eric P. Xing
MedLDA: maximum margin supervised topic models. J. Mach. Learn. Res. 13 (2012)
Amr Ahmed, Eric P. Xing
Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream CoRR (2012)
Bhargav Kanagal, Amr Ahmed, Sandeep Pandey, Vanja Josifovski, Jeffrey Yuan, Lluis Garcia Pueyo
Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior. Proc. VLDB Endow. 5 (10) (2012)
Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan M. Narayanamurthy, Alexander J. Smola
Scalable inference in latent variable models. WSDM (2012)
Sergiy Matusevych, Alexander J. Smola, Amr Ahmed
Hokusai - Sketching Streams in Real Time CoRR (2012)
Haytham Mohtasseb, Amr Ahmed
Two-layered Blogger identification model integrating profile and instance-based methods. Knowl. Inf. Syst. 31 (1) (2012)
Sergiy Matusevych, Alexander J. Smola, Amr Ahmed
Hokusai - Sketching Streams in Real Time. UAI (2012)
Liangjie Hong, Amr Ahmed, Siva Gurumurthy, Alexander J. Smola, Kostas Tsioutsiouliklis
Discovering geographical topics in the twitter stream. WWW (2012)
Amr Ahmed, Sujith Ravi, Shravan M. Narayanamurthy, Alexander J. Smola
FastEx: Hash Clustering with Exponential Families. NIPS (2012)
Amr Ahmed, Mohamed Aly, Abhimanyu Das, Alexander J. Smola, Tasos Anastasakos
Web-scale multi-task feature selection for behavioral targeting. CIKM (2012)
Amjad AlTadmri, Amr Ahmed, Haytham Mohtasseb
Semantic Levels of Domain-Independent Commonsense Knowledgebase for Visual Indexing and Retrieval Applications. ICONIP (1) (2012)
Amr Ahmed, Alexander J. Smola
WWW 2011 invited tutorial overview: latent variable models on the internet. WWW (Companion Volume) (2011)
Amr Ahmed, Yucheng Low, Mohamed Aly, Vanja Josifovski, Alexander J. Smola
Scalable distributed inference of dynamic user interests for behavioral targeting. KDD (2011)
Amr Ahmed, Qirong Ho, Jacob Eisenstein, Eric P. Xing, Alexander J. Smola, Choon Hui Teo
Unified analysis of streaming news. WWW (2011)
Jacob Eisenstein, Amr Ahmed, Eric P. Xing
Sparse Additive Generative Models of Text. ICML (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Amr Ahmed