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Advanced AI
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کانال Advnaced AI:
کانالی برای علاقه‌مندان هوش مصنوعی

رویکردهای اصلی کانال:
📘📖ارائه به‌روزترین کتاب‌ها و مقالات
🎥📝ارائه ویدئوها و لینک‌های آموزشی
👨‍💻💵استخدامی و فرصت‌های شغلی
🧠🕺🏻ایده‌ها و دستاوردها
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دو‌موقعیت پستداک
کشور برزیل
Two postdoctoral fellowships in Statistics (FGV EMAp) Rio de Janeiro, Brazil

Postdoctoral fellowship in Statistics
The School of Applied Mathematics at Fundação Getulio Vargas (FGV EMAp) in Rio de Janeiro, Brazil, invites applications for two postdoctoral fellowships in Statistics beginning no later than December 31st, 2021.

We are looking for early-career researchers to develop innovative research in Statistics and Data Science. Individuals with applied and methodological interests in statistics for large complex data or financial/actuarial statistics. Candidates whose research interests intersect with the research agenda of other members of the department will be given priority.

The successful candidate is expected to develop collaborative research within the department, supporting our ongoing expansion in the area. It is also expected the post holder will collaborate with the members of the group on the application process for external funding. Light teaching duty may be required. Remote applicants will be considered.

Qualifications
The successful candidate is expected to hold a Ph.D. in statistics, or related discipline, by the time of the appointment. We expect the applicant to have an expanding track of publications and a strong potential of publishing in top ranked Statistics journals. The successful candidate will also possess excellent communication and presentation skills.

About us
Getulio Vargas Foundation (FGV) is a distinguished and internationally renowned Brazilian higher-learning institution dedicated to the intellectual development of the nation. The School of Applied Mathematics (EMAp) located in Rio de Janeiro, has as its main goals to contribute with the effort of FGV towards innovation through the use of Mathematics in its numerous areas of application, especially the Applied Social Sciences.

We are a growing department that aspires to be top ranked in Latin America and world-wide. The School of Applied Mathematics currently offers Ph.D., M.Sc., and undergraduate degrees in applied mathematics and Data Science. We also have an ongoing Postdoctoral Fellowship program. In 2020 a research center for Data Sciences was created, boosting investigation in the area.

Application
Academics with appropriate qualifications are kindly invited to send their applications electronically to postdoc.emap@fgv.br, including:
Cover letter which describes your experience, interests and suitability for the position;
Curriculum vitae; and
A list of academic articles showcasing the applicant’s research.

The applicant should also provide at least two reference letters, addressing your research qualifications and accomplishments, to be sent directly to the hiring committee.

Applications (including reference letters) received by August 29, 2021 (extended to September 30, 2021) will receive full consideration.

Informal inquiries can be addressed to Profs. Eduardo Mendes (eduardo.mendes@fgv.br), Rodrigo Targino (rodrigo.targino@fgv.br) and Luiz Max Carvalho (luiz.fagundes@fgv.br).

Salary and Benefits
This position is a 24 months fixed term contract with possibility of extending it for another 12 months. We offer an internationally competitive salary compatible with previous experience and accomplishments.

Further considerations
FGV is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, ethnicity, sex (including gender identity), national origin, disability status, age, sexual orientation, or any other characteristic protected by law. We always welcome nominations and applications from women, members of any minority group, and others who share our passion for building a diverse community that reflects the diversity in our student population.

👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
چندین پوزیشن PHD در زمینه هوش مصنوعی، بلاک چین، اتوماسیون و رباتیک

دانشگاه Virginia Tech در آمریکا

Themes: AI in construction, blockchain in construction, automation and robotics in construction

> School of Construction
> Virginia Tech, USA

Supervisor: Dr. Alireza Shojaei

💯 Deadline: for Spring / Fall 2022

🌐 https://bit.ly/3mkIR5P


👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
Link: https://news.1rj.ru/str/Adv_AI
موقعیت دکتری با فاند
سوییس زیبا

PhD Position on AI at Neuchatel


PhD student to join our group on reinforcement
learning and decision making at the University of Neuchatel, Switzerland
( https://www.unine.ch/ ). We are particularly interested in candidates
with a strong mathematical background. Prior research experience as
documented by your Masters thesis will be an additional bonus. Although
any area in the intersection of machine learning, statistics and
artificial intelligence may be considered, we are primarily looking for
a student with a sincere interest in one or more of the following areas:

1. Reinforcement learning
2. Privacy (e.g. differential privacy)
3. Fairness in machine learning.

Examples of our group's past and current research can be found on arxiv:
https://arxiv.org/search/?searchtype=author&query=Dimitrakakis%2C+C.
The student will have the opportunity to visit and work with other group
members at the University of Oslo, Norway (
https://www.mn.uio.no/ifi/english/people/aca/chridim/index.html ) and
Chalmers University of Technology, Sweden (
http://www.cse.chalmers.se/~chrdimi/ ). The position is available from 1
Februrary 2022.

For further information, please contact me directly at
christos.dimitrakakis@gmail.com with the subject 'PhD Neuchatel'.
چندین پوزیشن PHD و PostDoc در دانشگاه بریتیش کلمبیا کانادا

زمینه کاری: یادگیری ماشین در تصویرگری پزشکی و بیوانفورماتیک

Theme: Machine learning for medical imaging and bioinformatics

>University of British Columbia

https://aimlab.ca/jobs/


👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
مقاله مروری کاربردهای یادگیری عمیق در پردازش تصاویر پزشکی

#هوش_مصنوعی
#یادگیری_عمیق
#پایتون
#Artificial_Intelligence
#Machine_Learning
#Deep_learning

https://www.sciencedirect.com/science/article/abs/pii/S1361841517301135

👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
👍1
👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
موقعیت دکتری و پستداک
ماشین لرنینگ و بهینه سازی
اروپا
PhD/Postdoc Position: Discrete Optimization for Machine Learning and Image Analysis
At TU Dresden, the Chair of Machine Learning for Computer Vision invites
applications for a

PhD or Postdoc Position: Discrete Optimization for Machine Learning and
Image Analysis

Salary level: TV-L E13, 100%

Tasks:
- Curiosity-driven basic research of fundamental mathematical
optimization problems in the fields of machine learning and image analysis
- Design and analysis of algorithms for solving these problems, exactly
or approximatively
- Implementation, empirical analysis and comparison of these algorithms
with respect to real data
- Publication of findings and insights in internationally leading
conferences and journals
- Strong contributions to teaching in English in the Masters' Program
Computational Modeling and Simulation, esp. by the design and
co-supervision of exercise groups and tutorials and, for postdocs with
sufficient teaching experience, by own lectures

Requirements:
- A very good university degree in mathematics or computer science or a
related discipline
- Comprehensive education in mathematics, especially in discrete
mathematics and one area of mathematical optimization (e.g. Mathematical
Programming, Convex Optimization)
- Curiosity and strong interest in rigorous mathematical methods
- Very good programming skills in C++
- Very good scientific writing skills in English. (Knowledge of German
is not required for this position).

Further information: https://mlcv.inf.tu-dresden.de/positions.html

Contact: mlcv@tu-dresden.de
پوزیشن PHD در رشته علوم کامپیوتر و هوش مصنوعی
عنوان: روش‌های مولد عمیق
دانشگاه Charlotte در آمریکا


Topic: Deep Generative Methods

Denoscription: Developing novel algorithms to model multi-modal data using deep models

Supervisor: Pedram Rooshenas
University of North Carolina at Charlotte, United States


🌐 https://www.linkedin.com/posts/pedram-rooshenas-30013638_i-have-an-open-phd-position-fully-funded-activity-6834881073952915456-tTV1/

👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
Hands-on Machine Learning with Scikit-learn and Tensorflow.pdf
31.5 MB
📕 عنوان: Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow3
📅سال چاپ: 2019
📝ناشر: O'Reilly

👇🏻عضویت در کانال: 👇🏻

Link: https://news.1rj.ru/str/Adv_AI
موقعیت پستداک یکساله با امکان دورکاری

امریکا

#PostDoc
“”
US based applicants only - since visa applications are suspended currently and you need a valid visa to be hired at CMU even if the work could be remote.
“”


Post Doc position at CMU on graph mining and anomaly detection


starting Sep. or Oct. 1, 2021;
for a 1-year funded project on studying graph neural networks;
with a focus on anomaly detection, automating (unsupervised) model selection, and applications to real-world transaction/accounting networks. (The term may be renewed for another year, upon mutual interest.)
The position can be remote-only, in-person (once parties are vaccinated and immune) or a hybrid.
Please contact me (at <lakoglu@andrew.cmu.edu>) with a brief summary of background and CV;
if you are an outstanding graduating student who is interested in the aforementioned subject areas,
and have the appropriate background.
Note that a written reference from your PhD advisor will also be requested upon mutual interest.

Link: https://news.1rj.ru/str/Adv_AI