r/MachineLearning
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r/MachineLearning community 15d ago
BA Computer Science, but fell in love with machine learning and AI. Just got my personal research accepted at NeurIPS as a poster. [R]
I want to attend and present my findings in Atlanta. How is the vibe there? Are people overly critical or are people generally open-minded?   submitted by   /u/XxCotHGxX [link]   [comments]
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What are the trending topics in medical imaging? [D]
Hello everyone, I hope you're doing well. I'm a new PhD candidate, and my thesis is about the meta-learning paradigm in medical imaging. Right now, I don't have a specific problem to work on, and my supervisor told me to explore the field and find one myself. I've done some…
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How are you guys getting youtube training data at scale ?[D]
Working on a project where i need transcripts from a few thousand youtube videos as part of a training corpus. Mostly educational content, lectures, conference talks, that kind of thing. Started with youtube-transcript-api (the python library) and it worked fine for the first…
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Functional Gradient Descent with Adaptive Representations [R]
Sharing our recent work, now accepted at NeurIPS: Functional Gradient Descent with Adaptive Representations . Functional GD algorithms generally outperform neural nets, but are hard to accurately implement. This is because functional gradients are infinite-dimensional, and…
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How can I turn an industry ML project into a publication? [R]
Hi, I work as a Data Engineer at a manufacturing company where we build engines. A significant part of my work involves ML/DL-related tasks, and I’d like to turn one of my projects into a research publication. The problem is that I have no previous publication or academic…
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Reduced my Jev judge’s calibration error [D]
I benchmarked Jev on TRIVIA+ dataset using an untouched 645-example test set. Before calibration: ECE: 0.0982 After learning from human-labelled examples: ECE: 0.0313 That’s a 68.1% reduction in calibration error . But hallucination-detection F1 only moved: 0.5833 → 0.5877 So…
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Google Deepmind Optimization Roles [D]
Saw this job posting recently from Deepmind where the minimum requirements are a Bachelor's and 2 years of experience: https://www.google.com/about/careers/applications/jobs/results/120898404719960774-optimization-research-engineer-deepmind Can someone who is familiar with roles…
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OpenTrainDNN: A Browser-Based Real-Time Neural Network Visualizer.[P]
OpenTrainDNN is an open-source, client-side web application designed to render the step-by-step training mechanics of deep neural networks in real-time. It provides direct visibility into backpropagation, activation flows, and weight updates without requiring backend servers,…
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When do ICLR submissions and reviews become public? [D]
Hi everyone, I have a question about ICLR’s open review process. I have experience with ICML/NeurIPS/AAAI, but this is my first time submitting to ICLR, and I understand that its public review process works differently. (1) The submission portal says that papers are made public…
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Teaching Neural Nets to Fight with RL [P]
In this project I wanted to see if we could discover any interesting emergent behaviors if we trained two agents to play a streetfighter-like game. It turns out that the agents are really good at reward hacking, but using a little reward shaping and league play I was eventually…
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Publication potential [D]
Hi all, I may be being silly but I have just finished my masters thesis which benchmarked three deep learning architectures (one of which is novel), across varying preprocessing pipelines for the purpose of EEG motor imagery task classification SPECIFICALLY on a consumer grade…
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Has anyone used the Forrester function?[D]
Hey guys, I came across the Forrester function recently while studying mathematics, and I started wondering if there’s more to it than just being a mathematical function. I have a feeling I’ve seen it come up in machine learning or optimization, but I’m not really sure what it’s…
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Confused About job title [R]
ML jobs are confusing nowadays,it wraps up as "AI/ML" engineer and they want you to have software engineering skill and DSA skill to and on top of that they want you to have Fast API with AI API wrapping, they don't ask for data processing or maths skills , atleast 99% time I…
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What do you think about fully open review systems? [D]
In the age of AI, I believe the era in which individuals can dominate others solely on the basis of background knowledge, theoretical expertise, academic affiliation, or reputation is coming to an end. If we move from a double-blind review process to a fully open review system,…
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What are people building in computer vision, and what's still painful? [D]
I've built a lot of ML systems over the years, mainly computer vision models optimised to run on mobile phones. For example, my previous company built the food recognition model for MyFitnessPal. I'm interested in what people are actually deploying in industry now. Are edge…
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chance for 2.5 for eacl findings[D]
Here are the scores, 2/2.5/3, with all confidence 3. We addressed everyone's concerns, but none of the reviewers have replied yet. Does anyone know if reviewers are allowed to just rehash limitations already discussed in the paper or not? It feels a little weird because we know…
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What's up with AAAI reviewers and organizers? [D]
My paper advanced to the second round...but... Out of the papers I reviewed. One did not follow the AAAI template and was unblinded. My review was two lines. The other "human reviewer" gave a list of pros and cons that were similar to the AI review. One was incomplete (missing…
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Sydney or Atlanta for NeurIPS 2026[D]
Got my first authored paper accepted at NeurIPS this year and trying to decide where to go. Would I miss out a lot by skipping Sydney and just going to Atlanta? Curious where most people are heading.   submitted by   /u/RedTea1997 [link]   [comments]
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Registration for authors of accepted papers at NeurIPS [D]
I tried registering on the neurips website but sydney and paris are already sold out. We had filled the location preferences forms earlier. What is the procedure for authors of accepted papers for registration and venue selection? It's much more confusing compared to last time.…
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Anyone is going to attend Discovery Science conference? [D]
A small conference, October 5-9 in Mainz, Germany. More application-oriented. Going to present my paper there. If anyone happens to be attending, would be happy to connect!   submitted by   /u/fighraccoon [link]   [comments]
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NeurIPS reject final justification [R]
Do all the rejected or accepted papers get a "Final Justification" comment from the PC? Mine got rejected with ratings 4-4-4 yet the meta review is the exact same as the one that was posted originally in July and I didn't get any final comment. I find it a bit harsh especially…
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Publication venue recommendations [R]
I am 5th year and have no published research so far. All my papers have been consistently rejected from top tier AI conferences even though they got good review scores in the process. Since graduating is my priority now, I am in search of decent venues (journal or conference…
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NeurIPS Accepted Papers are now visible [R]
I haven't received a notification about this -- but my paper just became visible as "accepted". I expect an email to come some time soon! Scores were 5-4-4.   submitted by   /u/levydawg [link]   [comments]
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