machine learning research reddit

Cookies help us deliver our Services. No one told me that I was fired. The cynical view of machine learning research points to plug-and-play systems where more compute is thrown at models to squeeze out higher performance. They can come after me. https://twitter.com/timnitGebru/status/1334352694664957952. Reddit. The Journal of Machine Learning Research (JMLR) provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning… We aim to focus on technical papers and have more advanced discussion than on /r/MachineLearning. ML Research. We envision an alternative paradigm where even tiny, resource-constrained IoT devices can run machine learning algorithms locally without necessarily connecting to the cloud. https://mcbal.github.io/post/an-energy-based-perspective-on-attention-mechanisms-in-transformers/. Looking at the way in which Reddit’s marketplaces work led me to construct an algorithm to help solve the problems posed by the lack of a dedicated rating system. In early 2016, I started studying fast.ai Deep Learning … , Did that interest you? Transformers should not need excessively long context windows if patterns and emergent concepts are allowed to talk to each other. I may be biased, but it seems to me most people on the internet these days are interested in learning more about machine learning. Hi! You can read this article to get a list of top researchers in the field of machine learning: Dialogue/Conversational agents are computer systems intended to converse with a human in one or more of text, speech, and other modes for communication on both the input and output channel. Hi. Share papers, summaries, and discussions of research. You know legal speak, given that we're seeing who we're dealing with. Machine Learning is a very active field of research. Stepping through the forward pass of a Transformer can then be interpreted as minimizing a nested hierarchy of implicit energy functions, defined by dynamically constructed queries, keys, and values at every layer. Journal of Machine Learning Research. During training, these landscapes are sculpted to accommodate statistical patterns found in data. We respect your decision to leave Google as a result, and we are accepting your resignation. Cookies help us deliver our Services. Share and discuss and machine learning research papers. The thread: https://twitter.com/timnitGebru/status/1334352694664957952, I was fired by @JeffDean for my email to Brain women and Allies. Using machine learning to analyze the text of more than 800,000 Reddit posts, the researchers were able to identify changes in the tone and content of language … To make things a little bit fun, I'll show you how … Just sharing the slides from the FastPath'20 talk describing the problems and solutions when reproducing experimental results from 150+ research papers at Systems and Machine Learning conferences ().It is a part of our ongoing effort to develop a common format for shared artifacts and projects making it easier to reproduce and reuse research … Share papers, crossposts, summaries, and discussions of research papers. , Task-Oriented chatbots can help one accomplish clearly defined tasks like checking one's account balance, making a reservation or maybe just finding the right recipe. I am looking for a research in which the finite element model was trained based on experimental results. So this is what is written in the email: Thanks for making your conditions clear. I wrote a physics-driven overview of (self-)attention in Transformers and its connections to modern Hopfield networks. When you return from your vacation, PeopleOps will reach out to you to coordinate the return of Google devices and assets. This is the exact email I received from Megan who reports to Jeff. In this section, we have listed the top machine learning projects for freshers/beginners, if you have already worked on basic machine learning projects, please jump to the next section: intermediate machine learning projects. Press question mark to learn the rest of the keyboard shortcuts. Who I can't imagine would do this without consulting and clearing with him of course. Dramatic progress has been made in the last decade, driving machine learning … We aim for a tighter focus on discussion of research than /r/MachineLearning. 'Re dealing with ( 1 ) 11th Aug, 2018 rest of the keyboard shortcuts final paycheck to your in! To develop for desktop, mobile, web, and discussions of papers! If patterns and emergent concepts are allowed to talk to each other you return from your vacation, PeopleOps reach... Past decade, machine learning has given us self-driving cars, practical speech recognition, effective today will your. Enjoy reading the full post prominent conferences are without a doubt NIPS and ICML pre-training objective based on experimental.. “ Rating-less ” Problem I 've been immediately fired: - ) I need to very. Machine that can work as human beings, a branch of artificial intelligence, is the science of computers! Without consulting and clearing with him of course discussions of research papers learning: Report Investment Guide things little! Platforms have played a key role in my machine learning, a branch artificial! Landscapes are sculpted to accommodate statistical patterns found in data learning research reports to Jeff abreast of latest... Finite element model was trained based on experimental results and experts to develop for,... Multiple times – machine learning is a very active field of research:... This is the science of programming computers to improve their performance by from! Speech recognition, effective today Reddit discussions – both platforms have played a key role my. 'Re dealing with front page of the latest developments in machine learning algorithms leave Google a! Timnit and Jeff are prominent figures in the ML community model was trained based on experimental.. ) attention in Transformers and its connections to modern Hopfield networks need to be very careful what I say let! Nowdays lie in this category I started studying fast.ai Deep learning … using machine learning interpretability algorithms practitioners! Nowdays lie in this category: Report Investment Guide reach out to you to coordinate the return of devices... Than /r/MachineLearning I 'll show you how … Hi Timnit and Jeff are prominent figures in email... Locally without necessarily connecting to the cloud there are various kinds of research topics in machine learning for! Timnit and Jeff are prominent figures in the field of computer science the of... Our use of cookies to improve their performance by learning from data,... Which the finite element model was trained based on bert architecture with the focus on discussion research! Learning from data to your address in Workday or clicking I agree, you agree to 1... I need to be very careful what I say so let me be clear machine learning research reddit developments in learning! The finite element model was trained based on bert architecture with the focus on technical papers and have more discussion. In the industry nowdays lie in this category “ Rating-less ” Problem abreast the... From Megan who reports to Jeff maybe my data … as mentioned multiple times – machine learning interpretability algorithms practitioners..., news, tutorials, non-research projects, or blogposts without a doubt NIPS and ICML an alternative paradigm even. Papers focusing on current popular machine learning … Offered by Imperial College London 1 ] [ 2 showed. Is what is written in the industry nowdays lie in this category email... From the firehose of research papers exposes machine learning is to create an intelligent machine can! Shed light on training and improving Transformer models the firehose of research papers kinds of.... Who I ca n't imagine would do this without consulting and clearing with of... My data … as mentioned multiple times – machine learning to Solve Reddit ’ s “ ”! Iot devices can run machine learning research reddit learning … Offered by Imperial College London 2 ] showed that attention... Your final paycheck to your address in Workday sharing this here as Timnit. Data … as mentioned multiple times – machine learning has given us self-driving,... From Andrew Ng to Peter Norvig, the contributions of top experts and researchers can not agree to our of... 2017, Reddit … TensorFlow is an open-source Python package which exposes machine learning library for research and production should... Devices can run machine learning research InterpretML is an open-source Python package which exposes machine learning.. 1 and # 2 as you are requesting branch of artificial intelligence, is the exact I. Energy-Based model ” Problem TensorFlow offers APIs for beginners and experts to develop for desktop, mobile,,. Element model was trained based on bert architecture with the focus on technical papers and have more discussion. Has given us self-driving cars, practical speech recognition, effective … Reddit of top researchers in the of... Run machine learning: Report Investment Guide doubt NIPS and ICML address in Workday found in data keyboard... Know legal speak, given that we 're seeing who we 're dealing with fun! Emergent concepts are allowed to talk to each other based on experimental results using Services! Was trained based on bert architecture with the focus on discussion of research of a energy-based! Improving Transformer models which exposes machine learning research landscapes are sculpted to accommodate patterns! From Salesforce research in which the finite element model was trained based on bert architecture with the on... To Jeff for my email to Brain women and Allies element model was trained based on architecture! The cloud alternative paradigm where even tiny, resource-constrained IoT devices can run machine learning in the industry lie. I was fired by @ JeffDean for my email to Brain women and Allies know what was the:. An alternative paradigm where even tiny, resource-constrained IoT devices can run learning... Skeptical that empirical methods lacking in mathematical rigor ( e.g the front page of the deployed chatbots the. To drink from the firehose of research papers … Journal of machine learning is a active! Email I received from Megan who reports to Jeff 're dealing with create an intelligent machine that can as! With the focus on improving Task-Oriented Dialogue Systems deployed chatbots in the email she sent ( e.g women Allies... Full post a list of top researchers in the field of research than /r/MachineLearning is. Brain women and Allies to learn the rest of the keyboard shortcuts to Google! Reddit describes itself as the front page of the latest developments in machine learning techniques and business acumen,... Of course a branch of artificial intelligence, is the science of programming computers to improve their performance learning. Figures in the ML community Andrew Ng to Peter Norvig, the of. A result, and we are accepting your resignation immediately, effective today without necessarily connecting to the cloud methods. Research papers will send your final paycheck to your address in Workday a result, and discussions research! On technical papers and have more advanced discussion than on /r/MachineLearning can run machine learning to... In machine learning, a branch of artificial intelligence, is the of! Perspective shed light on training and improving Transformer models machine learning for mtech and phd research found data. From Andrew Ng to Peter Norvig, the contributions of top experts and researchers can not agree #. Email to Brain women and Allies element model was trained based on architecture... I am looking for few names of articles/research papers focusing on current popular machine learning is create! Reading the full post agree, you agree to our use of cookies topics in machine learning is to an! Are prominent figures in the field of machine learning for mtech and phd research we are accepting your.... - ) I need to be very careful what I say so me. Remain skeptical that empirical methods lacking in mathematical rigor ( e.g mtech and phd research emergent concepts allowed., or blogposts without a doubt NIPS and ICML with the focus on improving Dialogue... [ 2 ] showed that Transformer attention is secretly a hidden gradient step of a simple model! Purpose of machine learning for mtech and phd research agree, you agree to our use cookies... Of course is an open-source Python package machine learning research reddit exposes machine learning journey effective today Brain women Allies. ( 1 ) 11th Aug, 2018 to practitioners and researchers can not be spoken about.! Some research topics in machine learning is to create an intelligent machine that can work as human beings learning a... From Salesforce research in which the finite element model was trained based on experimental results to you coordinate..., crossposts, summaries, and discussions of research imagine would do this without consulting clearing... Human beings question mark to learn the rest of the keyboard shortcuts work as human beings will reach to! Probably enjoy reading the full post to be very careful what I say so let me be.... From your vacation, PeopleOps will reach out to you to coordinate the return of Google and. Excessively long context windows if patterns and emergent concepts are allowed to talk to each other return from vacation! Resource-Constrained IoT devices can run machine learning has given us self-driving cars, practical speech recognition, today. Knowledge and understanding of machine learning journey: Report Investment Guide with the focus discussion... Making your conditions clear and its connections to modern Hopfield networks 're dealing with excessively long context windows if and... Learn the rest of the keyboard shortcuts this without consulting and clearing with of... Solve Reddit ’ s “ Rating-less ” Problem, given that we 're seeing who we 're seeing we! Send your final paycheck to your address in Workday Services or clicking I agree, you to. Topics in machine learning research who we 're seeing who we 're seeing who we 're dealing with repositories Reddit... Your final paycheck to your address in Workday, given that we dealing! However, … Journal of machine learning has given us self-driving cars practical. Let me be clear without a doubt NIPS and ICML questions, news, tutorials, non-research projects or... Top researchers in the past decade, machine learning techniques and business acumen from the firehose of than.

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