CU-DSS

Data/CU-DSS/CU-DSS-Ahmed-El-Alaoui-.md

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+---
+bio-current:
+  name-cn: 
+  name_en: Ahmed El Alaoui 
+  email: 
+- [email protected] 
+  sex: male
+  birth-date: # yyyy 到年即可
+  university: Cornell University 
+  school: 
+- Department of Statistics and Data Science[https://stat.cornell.edu/]
+  major:  ####
+  title-raw: Assistant Professor
+  title: Assistant Professor
+  interests: 
+- High-dimensional phenomena in statistics and probability theory 
+- Related algorithmic questions
+- Statistical physics
+  homepage: 
+- https://elalaoui.stat.cornell.edu/ 
+  github: 
+  googlescholar:  
+  aminer:
+  status: 在职
+  last-update: 
+edu-phd:  
+  university: UC Berkeley
+  school: 
+- Department of Statistics[https://statistics.berkeley.edu/]
+  email: 
+  date-start: 2013
+  date-end: 2018
+  advisor: 
+- Andrea Montanari[[email protected]]
+  degree: phd
+edu-master: 
+  university:  Ecole Normale Supérieure/Ecole des Ponts Paristech
+  school:  
+  date-start: 2012
+  date-end: 2013
+  advisor: 
+edu-bachelor:  # 本科经历，没有或找不到，可不填
+  university: Ecole Polytechnique
+  school: 
+- Institut Ploytechnique[https://www.polytechnique.edu/en]
+  major: Applied math
+  date-start: 2009
+  date-end: 2012
+page-other:   # 其他有用的链接，部分可从学者主页子栏目获得
+  publication: 
+- https://arxiv.org/search/math?searchtype=author&query=Alaoui%2C+A+E #arxiv
+  research: 
+  software: 
+  project: 
+  blog: 
+  arxiv: 
+- https://arxiv.org/search/math?searchtype=author&query=Alaoui%2C+A+E
+  linkedin: 
+- https://www.linkedin.com/in/elalaouiahmed/
+  weibo:
+  twitter:
+  wikipedia:
+  baidu-baike:
+collaboration: # 合作研究，关注学者和其他哪些学科的人合作，具体研究哪些主题
+  - 
+    with: # 合作者
+    project: # 研究主题
+  - 
+    with: 
+    project: 
+group: # 所属团队，学者可能有不同的兴趣小组，可以列上去
+job-faculty-1: # 所属机构，若有多个增加编号即可，字段填写参看示例文件
+  university: 
+  school: 
+  major: 
+  email: 
+  homepage: # 机构内学者主页
+  date-start: 
+  title: 
+  type: 
+job-post-doc: # 博士后研究员，字段填写参看示例文件，若无可不填写
+  university: Stanford University
+  school:
+  - Department of Statistics[https://statistics.stanford.edu/]
+  email: 
+  date-start: 2018
+  date-end: 2020
+  advisor:
+  - Andrea Montanari[[email protected]]
+---
+
+# Profile
+
+![Ahmed El Alaoui ](https://stat.cornell.edu/sites/default/files/styles/square_portrait/public/El%20Alaoui%20Ahmed_0.jpg?itok=hopYkTeu)
+
+# Biography[English]
+High-dimensional phenomena in statistics and probability theory. Related algorithmic questions. Statistical physics.
+
+The questions that drive my research are the fundamental limits of extracting information from noisy data, and the algorithmic feasibility of this task. I like to think about large random structures such as matrices, graphs and tensors, and understand how sudden changes in their structural properties have statistical and algorithmic consequences.
+
+# Biography[中文]
+
+# Interests[English]
+- High-dimensional phenomena in statistics and probability theory 
+- Related algorithmic questions
+- Statistical physics
+
+# Interests[中文]
+
+# Education[English]
+- (2018-2020) Postdoctoral researcher, Stanford University. Hosted by Andrea Montanari.
+- (2013-2018) Ph.D. Electrical Engineering and Computer Sciences, UC Berkeley. Advised by Michael I. Jordan.
+- (2012-2013) M.Sc. Mathématiques, Vision et Apprentissage, Ecole Normale Supérieure/Ecole des Ponts Paristech.
+- (2009-2012) Eng.Deg. Applied math, Ecole Polytechnique.
+
+# Education[中文]
+
+# Awards[English]
+
+# Awards[中文]
+
+# Talks[English]
+
+# Talks[中文]
+
+# Work experience[English]
+- (2021-) Assistant professor, Department of Statistics and Data Science, Cornell University.
+- (Fall 2020) Richard M. Karp Research Fellow, Simons Institute for the Theory of Computing, UC Berkeley.
+- (2013.9-2020.7) Postdoctoral Researcher, Stanford University.
+- (2013.8-2018.8) PhD candidate, UC Berkeley.
+- (2013.3-2013.7) Research assistant,  Center of Learing and Visual Computing.
+
+# Work experience[中文]
+
+# Publication[English]
+- **An Information-theoretic view of Stochastic Localization**. **A. El Alaoui**, A. Montanari. Preprint 2021. [arxiv].
+- **Efficient Z_2 synchronization on Z^d under symmetry-preserving side information**. Preprint 2021. [arxiv].
+- **Algorithmic pure states for the negative spherical perceptron**. **A. El Alaoui**, M. Sellke. Preprint 2020. [arxiv].
+- **Algorithmic thresholds in mean-field spin glasses**. **A. El Alaoui**, A. Montanari. Preprint 2020. [arxiv].
+- **Imputation for high-dimensional linear regression**. K. Chandrasekher, **A. El Alaoui**, A. Montanari. Preprint 2020. [arxiv].
+- **Finite-size corrections and likelihood ratio fluctuations in the spiked Wigner model**. **A. El Alaoui**, F. Krzakala, M. I. Jordan. Preprint 2017. [arxiv]. (Working paper; will be substantially revised.)
+- **On the computational tractability of statistical estimation on amenable graphs**. **A. El Alaoui**, A. Montanari. Probability Theory and Related Fields (to appear 2021+). [arxiv].
+- **Optimization of mean-field spin glasses**. **A. El Alaoui**, A. Montanari, M. Sellke. Annals of Probability (to appear 2021+). [arxiv].
+- **Fundamental limits of detection in the spiked Wigner model**. **A. El Alaoui**, F. Krzakala, M. I. Jordan. Annals of Statistics, Vol 48, No. 2, 863-885, 2020. [journal, arxiv].
+- **Decoding from pooled data: Sharp information-theoretic bounds**. **A. El Alaoui**, A. Ramdas, F. Krzakala, L. Zdeborová, M. I. Jordan. SIAM Journal on Mathematics of Data Science 1-1 (2019), pp. 161-188. [journal, arxiv].
+- **Decoding from pooled data: Phase transitions of message passing**. **A. El Alaoui**, A. Ramdas, F. Krzakala, L. Zdeborová, M. I. Jordan. IEEE Transactions on Information Theory, 65, 572-585, 2019. [journal, arxiv].
+- **Presented at IEEE International Symposium on Information Theory** (ISIT) 2017.[proc.].
+- **The Kikuchi hierarchy and tensor PCA. A. Wein**, **A. El Alaoui**, C. Moore. 60th Annual Conference on Foundations of Computer Science (FOCS) 2019. [arxiv].
+- **Detection limits in the high-dimensional spiked rectangular model**. **A. El Alaoui**, M. I. Jordan. 31th Annual Conference on Learning Theory (COLT), PMLR 75:410-438, 2018. [proc., arxiv].
+- **Tight query complexity lower bounds for PCA via finite sample deformed Wigner law**. M. Simchowitz, **A. El Alaoui**, B. Recht. 50th Annual Symposium on the Theory of Computing (STOC) 2018. [proc., arxiv]. Here’s an earlier version (not intended for publication) with slightly suboptimal results.
+- **Estimation in the spiked Wigner model: A short proof of the replica formula**. **A. El Alaoui**, F. Krzakala. IEEE International Symposium on Information Theory (ISIT) 2018. [proc., arxiv].
+- **Asymptotic behavior of Lp-based Laplacian regularization in semi-supervised learning**. **A. El Alaoui**, X. Cheng, A. Ramdas, M. J. Wainwright, M. I. Jordan. 29th Annual Conference on Learning Theory (COLT), PMLR 49:879-906, 2016. [proc., arxiv].
+- **Fast randomized kernel ridge regression with statistical guarantees**. **A. El Alaoui**, M. W. Mahoney. Advances in Neural Information Processing Systems (NIPS) 28, 2015. [proc., arxiv].
+# Publication[中文]
+
+# Information Reference
+
+# Notes

Data/CU-DSS/CU-DSS-Amy-Kuceyeski-.md

@@ -0,0 +1,184 @@
+---
+bio-current:
+  name-cn: 
+  name_en: Amy Kuceyeski 
+  email: 
+    - [email protected]
+  sex: female
+  birth-date: # yyyy 到年即可
+  university: Cornell University 
+  school:
+    - Department of Statistics and Data Science[https://stat.cornell.edu/]
+  major: Mathematics in Radiology
+  title-raw:  Associate Professor
+  title: Associate Professor
+  interests: 
+    - using machine learning techniques applied to neuroimaging metrics to better understand
+    - diagnose and treat neurological disorders
+  homepage: 
+    - http://vivo.med.cornell.edu/display/cwid-amk2012 
+  github: #
+  googlescholar:  
+    - https://scholar.google.com/citations?hl=en&user=cfUvMIYAAAAJ
+  aminer: 
+    - https://www.aminer.cn/profile/amy-kuceyeski/53f47301dabfaec09f270729
+  status: 在职
+  last-update: # yyyy-mm-dd 最近一次信息更新日期
+edu-phd:  # 读博经历
+  university: Case Western Reserve University
+  school: 
+    - Depatment of Mathematics[https://mathstats.case.edu/]
+  email: 
+  date-start: 
+  date-end: 2009
+  advisor: # 格式：导师名 [邮箱/网址]
+  degree: phd
+edu-master: # 硕士经历，没有或找不到，可不填
+  university: 
+  school: 
+  date-start: 
+  date-end: 
+  advisor:
+edu-bachelor:  # 本科BS
+  university:  Mount Union College
+  school:  
+    - Deaptment of Mathematics and Computer Science[https://www.mountunion.edu/dept-math-computer-science]
+  major:  Mathematics
+  date-start: 
+  date-end: 2004
+page-other:   # 其他有用的链接，部分可从学者主页子栏目获得
+  publication: 
+  research: 
+  software: 
+  project: 
+  blog: 
+  arxiv: 
+    - https://arxiv.org/search/cs?searchtype=author&query=Kuceyeski%2C+A
+  linkedin: 
+    - https://www.linkedin.com/in/amy-kuceyeski-7314826/
+  weibo:
+  twitter:
+  wikipedia:
+  baidu-baike:
+collaboration: # 合作研究，关注学者和其他哪些学科的人合作，具体研究哪些主题
+  - 
+    with: # 合作者
+    project: # 研究主题
+  - 
+    with: 
+    project: 
+group: # 所属团队，学者可能有不同的兴趣小组，可以列上去
+job-faculty-1: # 所属机构，若有多个增加编号即可，字段填写参看示例文件
+  university: 
+  school: 
+  major: 
+  email: 
+  homepage: # 机构内学者主页
+  date-start: 
+  title: 
+  type: 
+job-post-doc: # 博士后研究员，字段填写参看示例文件，若无可不填写
+  university: 
+  school: 
+  email: 
+  date-start: 
+  date-end: 
+  advisor: 
+---
+
+# Profile
+
+![Amy Kuceyeski ](https://stat.cornell.edu/sites/default/files/styles/square_portrait/public/Amy_Kuceyeski.jpeg?itok=cJckdeGx)
+
+# Biography[English]
+Amy Kuceyeski is an adjunct associate professor in the Department of Statistics and Data Science and an associate professor of mathematics in the Radiology Department and Brain and Mind Research Institute at Weill Cornell Medicine. She performs research in quantitative neuroimaging of neurological disorders, including multiple sclerosis, stroke, traumatic brain injury and disorders of consciousness.
+
+
+# Biography[中文]
+
+# Interests[English]
+- using machine learning techniques applied to neuroimaging metrics to better understand
+- diagnose and treat neurological disorders
+
+# Interests[中文]
+
+# Education[English]
+- Case Western Reserve University, PhD, Applied Mathematics, May 2009
+- Mount Union College, BS, Mathematics, May 2004, Graduated Summa Cum Laude
+
+# Education[中文]
+
+# Awards[English]
+
+# Awards[中文]
+
+# Talks[English]
+
+# Talks[中文]
+
+# Work experience[English]
+- Associate Professor of Mathematics in Neuroscience, Brain and Mind Research Institute , Weill Cornell Medical College 2019 -
+- Associate Professor of Mathematics in Radiology, Radiology , Weill Cornell Medical College 2019 -
+- Assistant Professor of Mathematics in Neuroscience, Brain and Mind Research Institute , Weill Cornell Medical College 2015 - 2019
+- Assistant Professor of Mathematics in Radiology, Radiology , Weill Cornell Medical College 2015 - 2019
+- Instructor of Mathematics in Neuroscience, Brain and Mind Research Institute , Weill Cornell Medical College 2013 - 2015
+- Instructor of Mathematics in Radiology, Radiology , Weill Cornell Medical College 2013 - 2015
+- Postdoctoral Associate in Radiology, Radiology , Weill Cornell Medical College 2009 - 2013
+
+# Work experience[中文]
+
+# Publication[English]
+- **Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups.  NeuroImage**. Clinical.  2021 Academic Article 
+- **Machine learning to investigate superficial white matter integrity in early multiple sclerosis.  Journal of neuroimaging : official journal of the American Society of Neuroimaging**.  2021 Academic Article
+- **Structural disconnectivity from paramagnetic rim lesions is related to disability in multiple sclerosis.  Brain and behavior**.  2021 Academic Article 
+- **Lesion features on magnetic resonance imaging discriminate multiple sclerosis patients.  European journal of neurology**.  2021 Academic Article
+- **Heritability and interindividual variability of regional structure-function coupling.  Nature communications**.  2021 Academic Article
+- **Estimated Regional White Matter Hyperintensity Burden, Resting State Functional Connectivity, and Cognitive Functions in Older Adults**.  The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.  2021 Academic Article
+- **Cortical response to naturalistic stimuli is largely predictable with deep neural networks**.  Science advances.  2021 Academic Article 
+- **Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults**.  Human brain mapping.  2021 Academic Article
+- **Neuroimaging correlates of emotional response-inhibition discriminate between young depressed adults with and without sub-threshold bipolar symptoms (Emotional Response-inhibition in Young Depressed Adults).**  Journal of affective disorders.  2020 Academic Article
+- **A Multi-Ligand Imaging Study Exploring GABAergic Receptor Expression and Inflammation in Multiple Sclerosis**.  Molecular imaging and biology.  2020 Academic Article
+- **Quantitative multimodal imaging in traumatic brain injuries producing impaired cognition**.  Current opinion in neurology. 2020 Information Resource
+- **Estimation of Multiple Sclerosis lesion age on magnetic resonance imaging**.  NeuroImage.  2020 Academic Article
+- **Sex classification using long-range temporal dependence of resting-state functional MRI time series**.  Human brain mapping.  2020 Academic Article
+- **Functional Connectivity and Structural Disruption in the Default-Mode Network Predicts Cognitive Rehabilitation Outcomes in Multiple Sclerosis**.  Journal of neuroimaging : official journal of the American Society of Neuroimaging.  2020 Academic Article 
+- **The ENIGMA Stroke Recovery Working Group: Big data neuroimaging to study brain-behavior relationships after stroke**.  Human brain mapping. 2020 Information Resource 
+- **Machine Learning Methods Predict Individual Upper-Limb Motor Impairment Following Therapy in Chronic Stroke**.  Neurorehabilitation and neural repair.  2020 Academic Article 
+- **Machine learning in resting-state fMRI analysis**.  Magnetic resonance imaging. 2020 Information Resource 
+- **Longitudinal increases in structural connectome segregation and functional connectome integration are associated with better recovery after mild TBI**.  Human brain mapping.  2019 Academic Article 
+- **Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction**.  NeuroImage.  2019 Academic Article
+- **The impact of white matter hyperintensities on the structural connectome in late-life depression: Relationship to executive functions**.  NeuroImage. Clinical.  2019 Academic Article 
+- **NeuroMeasure: A Software Package for Quantification of Cortical Motor Maps Using Frameless Stereotaxic Transcranial Magnetic Stimulation**.  Frontiers in neuroinformatics.  2019 Academic Article 
+- **Resting-State Functional Connectivity Magnetic Resonance Imaging and Outcome After Acute Stroke**.  Stroke.  2018 Academic Article 
+- **Comparison of two different methods of image analysis for the assessment of microglial activation in patients with multiple sclerosis using (R)-[N-methyl-carbon-11]PK11195**.  PloS one.  2018 Academic Article 
+- **Impact of Focal White Matter Damage on Localized Subcortical Gray Matter Atrophy in Multiple Sclerosis: A 5-Year Study**.  AJNR. American journal of neuroradiology.  2018 Academic Article\
+- **Baseline biomarkers of connectome disruption and atrophy predict future processing speed in early multiple sclerosis**.  NeuroImage. Clinical.  2018 Academic Article 
+- **White matter tract network disruption explains reduced conscientiousness in multiple sclerosis**.  Human brain mapping.  2018 Academic Article 
+- **Combining Quantitative Susceptibility Mapping with Automatic Zero Reference (QSM0) and Myelin Water Fraction Imaging to Quantify Iron-Related Myelin Damage in Chronic Active MS Lesions**.  AJNR. American journal of neuroradiology.  2017 Academic Article 
+- **Reduction of PK11195 uptake observed in multiple sclerosis lesions after natalizumab initiation**.  Multiple sclerosis and related disorders.  2017 Academic Article 
+- **The Brain's Structural Connectome Mediates the Relationship between Regional Neuroimaging Biomarkers in Alzheimer's Disease**.  Journal of Alzheimer's disease : JAD.  2017 Academic Article 
+- **Cognitive deficits in non-demented diabetic elderly appear independent of brain amyloidosis**.  Journal of the neurological sciences.  2016 Academic Article 
+- **The application of a mathematical model linking structural and functional connectomes in severe brain injury**.  NeuroImage. Clinical.  2016 Academic Article 
+- **Structural connectome disruption at baseline predicts 6-months post-stroke outcome**.  Human brain mapping.  2016 Academic Article 
+- **Opportunities for Guided Multichannel Non-invasive Transcranial Current Stimulation in Poststroke Rehabilitation**.  Frontiers in neurology.  2016 Academic Article 
+- **Profilometry: A new statistical framework for the characterization of white matter pathways, with application to multiple sclerosis**.  Human brain mapping.  2015 Academic Article 
+- **A mathematical simulation to assess variability in lung nodule size measurement associated with nodule-slice position**.  Journal of digital imaging.  2015 Academic Article 
+- **Exploring the brain's structural connectome: A quantitative stroke lesion-dysfunction mapping study.  Human brain mapping**.  2015 Academic Article 
+- **Network Diffusion Model of Progression Predicts Longitudinal Patterns of Atrophy and Metabolism in Alzheimer's Disease**.  Cell reports.  2015 Academic Article 
+- **Modeling the relationship among gray matter atrophy, abnormalities in connecting white matter, and cognitive performance in early multiple sclerosis**.  AJNR. American journal of neuroradiology. 2014 Conference Paper 
+- **Reduced glucose uptake and Aβ in brain regions with hyperintensities in connected white matter**.  NeuroImage.  2014 Academic Article 
+- **Brainography: an atlas-independent surface and network rendering tool for neural connectivity visualization**.  Neuroinformatics.  2014 Article 
+- **Spatial patterns of genome-wide expression profiles reflect anatomic and fiber connectivity architecture of healthy human brain**.  Human brain mapping.  2014 Academic Article
+- **Predicting future brain tissue loss from white matter connectivity disruption in ischemic stroke**.  Stroke.  2014 Academic Article 
+- **The Network Modification (NeMo) Tool: elucidating the effect of white matter integrity changes on cortical and subcortical structural connectivity**.  Brain connectivity.  2013 Academic Article 
+- **Loss in connectivity among regions of the brain reward system in alcohol dependence**.  Human brain mapping.  2012 Academic Article 
+- **Statistics of weighted brain networks reveal hierarchical organization and Gaussian degree distribution**.  PloS one.  2012 Academic Article 
+- **A network diffusion model of disease progression in dementia**.  Neuron.  2012 Academic Article
+- **Linking white matter integrity loss to associated cortical regions using structural connectivity information in Alzheimer's disease and fronto-temporal dementia: the Loss in Connectivity (LoCo) score**.  NeuroImage.  2012 Academic Article
+- **The generation and validation of white matter connectivity importance maps**.  NeuroImage.  2011 Academic Article GET IT
+
+# Publication[中文]
+
+# Information Reference
+
+# Notes