Multiple Ph.D. Positions in AI and Machine Learning at Indiana University Bloomington
The Center for Machine Learning at Indiana University brings together
over 10 faculty working in areas including algorithms, theory,
reinforcement learning, statistical learning, speech and audio
processing, robotics, planning and control, medical image processing,
graphical models, computational neuroscience, computer vision,
case-based reasoning, and deep learning.
Together we have at least 10 PhD positions available for Fall 2022
admission, with some of the topics listed below.
For all areas ideal candidates should have demonstrable strong math and
theory skills and/or excellent programming and system building skills.
For more information including application process, deadlines, contact
emails, etc please see
https://cml.luddy.indiana.edu/prospective-students/
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Roni Khardon
Professor of Computer Science
Indiana University, Bloomington
rkhardon@iu.edu
http://homes.sice.indiana.edu/rkhardon/
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PhD positions areas/topics include:
Algorithms for ML: scalable (e.g., parallel, distributed
round/communication-efficient) algorithms for reinforcement learning,
online learning, clustering.
Probabilistic ML: graphical models, efficient inference algorithms,
applications, and computational/statistical learning theory.
AI: probabilistic planning, unsupervised learning, memory augmentation,
reinforcement learning, and the connections between planning and
probabilistic inference.
Robotics: planning, decision-making, and learning methods for autonomous
robotic systems, and coordination approaches for distributed multi-robot
or swarm systems.
Computer Vision: object and action recognition, 3D reconstruction,
egocentric computer vision, deep learning, and graphical model inference.
ML and DL for speech/music/audio processing: speech enhancement, source
separation, privacy and security for speech/audio applications,
speech/audio coding, music information retrieval and music signal
processing.
The Center for Machine Learning at Indiana University brings together
over 10 faculty working in areas including algorithms, theory,
reinforcement learning, statistical learning, speech and audio
processing, robotics, planning and control, medical image processing,
graphical models, computational neuroscience, computer vision,
case-based reasoning, and deep learning.
Together we have at least 10 PhD positions available for Fall 2022
admission, with some of the topics listed below.
For all areas ideal candidates should have demonstrable strong math and
theory skills and/or excellent programming and system building skills.
For more information including application process, deadlines, contact
emails, etc please see
https://cml.luddy.indiana.edu/prospective-students/
-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~
Roni Khardon
Professor of Computer Science
Indiana University, Bloomington
rkhardon@iu.edu
http://homes.sice.indiana.edu/rkhardon/
-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~-~
PhD positions areas/topics include:
Algorithms for ML: scalable (e.g., parallel, distributed
round/communication-efficient) algorithms for reinforcement learning,
online learning, clustering.
Probabilistic ML: graphical models, efficient inference algorithms,
applications, and computational/statistical learning theory.
AI: probabilistic planning, unsupervised learning, memory augmentation,
reinforcement learning, and the connections between planning and
probabilistic inference.
Robotics: planning, decision-making, and learning methods for autonomous
robotic systems, and coordination approaches for distributed multi-robot
or swarm systems.
Computer Vision: object and action recognition, 3D reconstruction,
egocentric computer vision, deep learning, and graphical model inference.
ML and DL for speech/music/audio processing: speech enhancement, source
separation, privacy and security for speech/audio applications,
speech/audio coding, music information retrieval and music signal
processing.
Postdoc in Computer Vision, Education Psychology at Toronto Rehab, Canada
A multidisciplinary post-doctoral fellowship (PDF) position is available to start in early 2022 for one-year at the KITE, Toronto Rehabilitation Institute (TRI), University Health Network (UHN), which is Canada’s largest research rehabilitation hospital. The details of the position is available at http://individual.utoronto.ca/shehroz/files/Postdoc-KITE.pdf. Please read the job advertisement before applying.
The ideal candidate for this position will have:
* A PhD in Computer Science / Cognitive Science, with background in statistics, educational psychology, student / people engagement, and online / distant learning.
* Strong publication record in high quality multidisciplinary journals/conferences, including computer vision, speech analysis, deep learning and social sciences/psychology.
* Prior experience working within a clinical or healthcare setting will be an asset.
* Excellent verbal and written communication skills.
* Excellent organizational skills and demonstrated strong leadership skills.
To apply, please send your CV (including any publications), brief research statement, any other relevant information in a single .pdf file to shehroz.khan@uhn.ca with the subject line "PDF - AIRR". Only selected candidates will be contacted for interview.
regards
Dr. Shehroz Khan,
Scientist, KITE,
University Health Network, Canada
A multidisciplinary post-doctoral fellowship (PDF) position is available to start in early 2022 for one-year at the KITE, Toronto Rehabilitation Institute (TRI), University Health Network (UHN), which is Canada’s largest research rehabilitation hospital. The details of the position is available at http://individual.utoronto.ca/shehroz/files/Postdoc-KITE.pdf. Please read the job advertisement before applying.
The ideal candidate for this position will have:
* A PhD in Computer Science / Cognitive Science, with background in statistics, educational psychology, student / people engagement, and online / distant learning.
* Strong publication record in high quality multidisciplinary journals/conferences, including computer vision, speech analysis, deep learning and social sciences/psychology.
* Prior experience working within a clinical or healthcare setting will be an asset.
* Excellent verbal and written communication skills.
* Excellent organizational skills and demonstrated strong leadership skills.
To apply, please send your CV (including any publications), brief research statement, any other relevant information in a single .pdf file to shehroz.khan@uhn.ca with the subject line "PDF - AIRR". Only selected candidates will be contacted for interview.
regards
Dr. Shehroz Khan,
Scientist, KITE,
University Health Network, Canada
Postdoc in computational neuroscience (CRM, Barcelona)
The group of Computational Neuroscience at the Center for Research in
Mathematics (CRM), Barcelona
(http://www.crm.cat/en/Research/ResearchGroups/Neuroscience/Pages/default.aspx)
is looking for a postdoctoral researcher. Research interests of the
group include decision-making, perception, working memory, spatial
memory, neural network models and developing new methods for analysis
of behavioral and neural data. The candidate will work in the group of
Alex Hyafil, Alex Roxin, and/or Klaus Wimmer. The project will be
defined in collaboration with the supervisor(s) and may include
working with experimental data from external collaborators or
collecting psychophysics/EEG data in the lab.
The candidate will benefit from the stimulating environment of the
Barcelona area in Theoretical and Systems Neuroscience and will have
the opportunity of enjoying a lively city. Our group forms part of a
larger interacting network of neuroscience labs in Barcelona
(http://www.barccsyn.org).
Candidates should have a PhD in computational neuroscience or a
related field, with their PhD obtained after 1/1/2017. Candidates from
applied mathematics or physics are also welcome. Research experience
outside of Catalonia is required.
APPLICATION: Send a curriculum and motivation letter with a list of
two contacts for recommendation letter to kwimmer@crm.cat or
ahyafil@crm.cat. Informal enquiries are welcome.
DEADLINE: contact before January 15th, 2022.
DURATION: two years
STARTING DATE: June-November 2022
The group of Computational Neuroscience at the Center for Research in
Mathematics (CRM), Barcelona
(http://www.crm.cat/en/Research/ResearchGroups/Neuroscience/Pages/default.aspx)
is looking for a postdoctoral researcher. Research interests of the
group include decision-making, perception, working memory, spatial
memory, neural network models and developing new methods for analysis
of behavioral and neural data. The candidate will work in the group of
Alex Hyafil, Alex Roxin, and/or Klaus Wimmer. The project will be
defined in collaboration with the supervisor(s) and may include
working with experimental data from external collaborators or
collecting psychophysics/EEG data in the lab.
The candidate will benefit from the stimulating environment of the
Barcelona area in Theoretical and Systems Neuroscience and will have
the opportunity of enjoying a lively city. Our group forms part of a
larger interacting network of neuroscience labs in Barcelona
(http://www.barccsyn.org).
Candidates should have a PhD in computational neuroscience or a
related field, with their PhD obtained after 1/1/2017. Candidates from
applied mathematics or physics are also welcome. Research experience
outside of Catalonia is required.
APPLICATION: Send a curriculum and motivation letter with a list of
two contacts for recommendation letter to kwimmer@crm.cat or
ahyafil@crm.cat. Informal enquiries are welcome.
DEADLINE: contact before January 15th, 2022.
DURATION: two years
STARTING DATE: June-November 2022
Three year postdoctoral positions in England / Germany
Profs. John Spencer and Gregor Schoener are looking for two postdoctoral candidates to work on a joint project funded by the Leverhulme Trust. The goal of the project is to construct a theory that explains how the brain flexibly integrates lower-level processes with higher-level language and executive functions. The project will use the framework of Dynamic Field Theory (www.dynamicfieldtheory.org) to both simulate human behaviours and embody the theory on an autonomous robot to explore application to real-world scenarios.
One postdoctoral fellow will be housed in the School of Psychology at the University of East Anglia in Norwich, UK. The other fellow will be housed at the Institute for Neurocomputing at the Ruhr University in Bochum, Germany.
Inquiries can be addressed to John Spencer (j.spencer@uea.ac.uk) or Gregor Schoener (gregor.schoener@ini.rub.de).
Applications are due by January 20, 2022. The posts will be available starting March 7, 2022.
John P. Spencer, PhD
Professor
Developmental Dynamics Lab
https://www.facebook.com/DDPSYUEA
http://www.uea.ac.uk/developmental-dynamics-lab/home
School of Psychology,
Room 0.09
Lawrence Stenhouse Building,
University of East Anglia,
Norwich Research Park,
Norwich NR4 7TJ
United Kingdom
Profs. John Spencer and Gregor Schoener are looking for two postdoctoral candidates to work on a joint project funded by the Leverhulme Trust. The goal of the project is to construct a theory that explains how the brain flexibly integrates lower-level processes with higher-level language and executive functions. The project will use the framework of Dynamic Field Theory (www.dynamicfieldtheory.org) to both simulate human behaviours and embody the theory on an autonomous robot to explore application to real-world scenarios.
One postdoctoral fellow will be housed in the School of Psychology at the University of East Anglia in Norwich, UK. The other fellow will be housed at the Institute for Neurocomputing at the Ruhr University in Bochum, Germany.
Inquiries can be addressed to John Spencer (j.spencer@uea.ac.uk) or Gregor Schoener (gregor.schoener@ini.rub.de).
Applications are due by January 20, 2022. The posts will be available starting March 7, 2022.
John P. Spencer, PhD
Professor
Developmental Dynamics Lab
https://www.facebook.com/DDPSYUEA
http://www.uea.ac.uk/developmental-dynamics-lab/home
School of Psychology,
Room 0.09
Lawrence Stenhouse Building,
University of East Anglia,
Norwich Research Park,
Norwich NR4 7TJ
United Kingdom
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Postdoc on Document Analysis & Recognition at NC State University, USA
We have a postdoc opening on developing Arabic handwritten text recognition systems at the NC State University, North Carolina, USA.
No Arabic knowledge is needed but please make sure that you are good at deep learning and you are in one of the following fields: document analysis, computer vision, and image processing. You will be jointly supervised by a humanity faculty member and an ECE faculty member (me).
More details about the opening including the application link can be found here:
https://jobs.ncsu.edu/postings/152807
If you have any questions, please don't hesitate to let me know. I also highly appreciate it if you could forward this opening to relevant parties.
Sincerely,
Chau-Wai Wong
Assistant Professor
ECE, NC State University
We have a postdoc opening on developing Arabic handwritten text recognition systems at the NC State University, North Carolina, USA.
No Arabic knowledge is needed but please make sure that you are good at deep learning and you are in one of the following fields: document analysis, computer vision, and image processing. You will be jointly supervised by a humanity faculty member and an ECE faculty member (me).
More details about the opening including the application link can be found here:
https://jobs.ncsu.edu/postings/152807
If you have any questions, please don't hesitate to let me know. I also highly appreciate it if you could forward this opening to relevant parties.
Sincerely,
Chau-Wai Wong
Assistant Professor
ECE, NC State University
Forwarded from Apply Time
چه اندوهبار است
پر گشودن منصور و منصورهها
آنانی که حزنانگیز
چشم به تقدیری غریب گشودند
عجیب میشود
این حزن فرو خفته در دالان قلبی
که افروخته میشود
هر آن
که سکوت در هم تنیدهی شب
بی اختیار میشکند
با غرشی از ناکجاآباد
این نامش درد است
آنگاه که مینگری به آن آسمان خشمگین
به این زمین دهشتناک
چیزی در تو خروش میکند
که نامش درد است
این چنین عادت میدهند
چشمانمان را
به خیرهشدگی در افق
آنگاه که دستانی عبوس میچلاند
دلهامان را سخت
بی امان و بیگمان
غوطهور میشوی
در این واماندگی افسار گسیخته
لیک در تو چیزی میدرخشد
آنگاه که نگاهت را میرباید
چشمان رایان
نوری به درخشانی خورشید
گر چه تند باد حادثهها
بغض آلود میکند
صدای این درخشش را
گرچه سردی ایام
لرزه بر پاهای او مینشاند
لیک قوی و استوار است
قلبش ...
چشمان ما به آنان است
زین پس
آن رایانهای درخشان ...
#رایانها
پر گشودن منصور و منصورهها
آنانی که حزنانگیز
چشم به تقدیری غریب گشودند
عجیب میشود
این حزن فرو خفته در دالان قلبی
که افروخته میشود
هر آن
که سکوت در هم تنیدهی شب
بی اختیار میشکند
با غرشی از ناکجاآباد
این نامش درد است
آنگاه که مینگری به آن آسمان خشمگین
به این زمین دهشتناک
چیزی در تو خروش میکند
که نامش درد است
این چنین عادت میدهند
چشمانمان را
به خیرهشدگی در افق
آنگاه که دستانی عبوس میچلاند
دلهامان را سخت
بی امان و بیگمان
غوطهور میشوی
در این واماندگی افسار گسیخته
لیک در تو چیزی میدرخشد
آنگاه که نگاهت را میرباید
چشمان رایان
نوری به درخشانی خورشید
گر چه تند باد حادثهها
بغض آلود میکند
صدای این درخشش را
گرچه سردی ایام
لرزه بر پاهای او مینشاند
لیک قوی و استوار است
قلبش ...
چشمان ما به آنان است
زین پس
آن رایانهای درخشان ...
#رایانها
❤8