Data Science by ODS.ai 🦜
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First Telegram Data Science channel. Covering all technical and popular staff about anything related to Data Science: AI, Big Data, Machine Learning, Statistics, general Math and the applications of former. To reach editors contact: @haarrp
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NLP News: Deep Learning Indaba, EurNLP, ML echo chamber, Pretrained LMs, Reproducibility papers

The famous Sebastion Ruder (Research scientist @ DeepMindAI) wrote an interesting article about the last NLP news

article: http://newsletter.ruder.io/issues/deep-learning-indaba-eurnlp-ml-echo-chamber-pretrained-lms-reproducibility-papers-199557
tweet: https://twitter.com/seb_ruder/status/1186567939232817153?s=20

#NLP #News #Conference
​​What we learned from NeurIPS 2019 data

x4 growth since 2014
21.6% acceptance rate

Takeaways:

1. No free-loader problem: Relatively few papers are submitted where none of the authors invited to participate in the review process accepted the invitation
2. Unclear how to rapidly filter papers prior to full review: Allowing for early desk rejects by ACs is unlikely to have a significant impact on reviewer load without producing inappropriate decisions. Likewise, the eagerness of reviewers to review a particular paper is not a strong signal, either.
3. No clear evidence that review quality as measured by length is lower for NeurIPS: NeurIPS is surprisingly not much different from other conferences of smaller sizes when it comes to review length.
4. Impact of engagement in rebuttal/discussion period: Overall engagement seemed to be higher than in 2018.

#Nips #NeurIPS #NIPS2019 #conference #meta
Becoming an Independent Researcher and getting published in ICLR with spotlight

* It is possible to get published as an independent researcher, but it is really HARD.
* Now you need a top tier publication (ACL/EMNLP/CVPR/ICCV/ICLR/NeurIPS or ICML paper) to get accepted into PhD program.
* Mind acceptance rate of 20% and keep on grinding.

Link: https://medium.com/@andreas_madsen/becoming-an-independent-researcher-and-getting-published-in-iclr-with-spotlight-c93ef0b39b8b

#Academia #PhD #conference #learning
​​ICASSP 2020 – FREE
45th International Conference on Acoustics, Speech, and Signal Processing

Registration includes full access to the virtual conference and all sessions, virtual patron and exhibitor experiences, as well as the conference app and any live and asynchronous discussion forums, and an electronic download of the conference proceedings.

link: https://cmsworkshops.com/ICASSP2020/Registration.asp


#icassp #conference
Call for speakers for Machine Learning REPA Week 2021

ML REPA and LeanDS communities organize an international online conference Machine Learning REPA Week 2021

We are inviting speakers to give talks or workshops on Machine Learning Engineering, Automation, MLOps and Management topics.

CALL FOR SPEAKERS

Conference language: ENGLISH
Dates: 5 - 11 April 2021 (7 pm - 9 pm Moscow time, GMT+3)
Format: Online, zoom
Content: Talks up to 30 min, workshops / demos up to 60 min
Topics: Management, Version Control, Pipelines Automation, MLOps, Testing, Monitoring
Deadline: 15 March 2021

Url to apply: https://mlrepa.com/mlrepa-week-2021

#conference #callforspeakers
YaTalks — Yandex's conference for IT community.

Yandex will host its traditional conference on 3-4 December (starting tomorrow). Registration is open.

One of the tracks is devoted to Machine/Deep Learning with the focus on content generation.

Featured reports:

📚How too train text model on the minimal corpus
🎙️How Yandex.Browser Machine Translation works
🤖 Facial Expressions Animation

Conference website: https://yatalks.yandex.ru/?from=tg_opendatascience

#conference #mt #nlu
Kolesa Conf 2022 — Kolesa Group's conference for IT community

Kolesa Group will host its traditional conference on 8 October. Registration is open. Kolesa Conf is an annual Kazakhstan IT conference where leading experts from the best IT companies of the CIS take part.

One of the tracks is devoted to Data. There will be 12 speakers. Some of featured reports:

• «Methodology of construction of cloud CDW: case Air Astana».
• How to correctly estimate the sample size and time of the test. And what non-obvious difficulties can be encountered along the way.
• «Creation of a synthetic control group with the help of Propensity Score Matching».
• How the dynamic minimum cheque (surge pricing) hated by users was developed and implemented.
• «Analytics at the launch of a new product. An example of market place spare parts»

Conference website: https://bit.ly/3UmCoWC

#conference #it #data #analysis