r/MachineLearning
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r/MachineLearning community 17d ago
Training data needs a real go/no-go gate before training [D]
We have gates for code, infrastructure, deployment and model performance. But when it comes to the actual training artifact, the decision to proceed is often still spread across notebooks, validation scripts, dashboards and human judgment. That feels like a weak point. I’ve been…
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Made a small model that extracts text from a white background [P]
Hello, I read a paper on a model named DONUT that extracts text from documents, which became my inspiration for this little project. Initially I wanted to make a model that extracts items bought from receipts, but in the process of trying to pinpoint some problems, I dropped…
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Recent project I worked on: End to End Edge ML platform [D]
Hi all, I recently made an end to end ML platform that eases the pain of going from raw sensor data to a deployed model on an MCU. I wanted to get some feedback from those of you who are interested in the tinyML space on anything I can improve, I intend on keeping it free and…
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Multi-Tenant SaaS: Which Architecture Would You Choose? [D]
NOTE -> I expect answer from people who actually have experience and strong understanding of these. please give something beneficial. I'm building a SaaS platform in Sri Lanka that handles documents and other sensitive data. Each user can upload their own documents and…
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Neurips 2026 Main Track Theory Paper Tracker- Discussion Thread [D]
Curious about the initial review distribution for Main Track theory papers this year. Our paper received 4/3/3 with confidence 3/3/3. From previous years, I've had the impression that theory papers often receive more conservative initial scores than some other areas, and I've…
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I want to use AI coding agents for machine learning projects [D]
I'm a software engineer who mainly builds softwaes/applications, and I'm starting to work on machine learning projects. Since ML workloads often require GPUs, I know services like Google Colab and Kaggle exist. but, I'm looking for something a bit different. Is there a platform…
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We compared different LLMs on IMO 2026 [R]
There are a few reasons why problems from International Mathematical Olympiad function as a good benchmark for LLMs: - The problems are new, not included in the training data of any model - Hard math problems are quite a good proxy for general intelligence capability - These are…
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Understanding GPU Inference Workloads [D]
Hey everyone, I have been looking into how people source compute for their Inference workloads (and in general). I wanted to understand some specific pain points here. If you've used online services like runpod or vast.ai , your perspective is extremely valuable. Please share…
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Advice on how to land GPU/ML Systems interviews [D]
Hi, I’m a recent MS in Data Science grad seeking entry-level GPU/ML Systems or Inference Engineering roles . (Currently on F1 OPT). Background : CUDA, Metal, and Triton work - built a FlashAttention kernel in Metal for Apple Silicon (tiled, online softmax, fp16 with simdgroup…
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Link plots/figures in NeurIPS rebuttal [R]
Reviewers requested additional experiments. In table format, I fear the results would not be as digestible as in a figure/plot. Links are "technically" not allowed as per the official website, but for those with experience, can/should I still go ahead and link my plots/figures ?…
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Paper lengths, and reasonable assumptions in ML conferences. [D]
I've usually been commenting on threads on conference reviews. I'm now expressing my observations here. To the best of my knowledge, paper lengths have been held constant at many conferences, and some conferences have "unlimited appendices" (e.g. NeurIPS / ICML / AAAI / ....)…
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Why first person video may matter for robot learning[D]
I can see why first-person video might help a robot model, but not because the robot can copy a human hand. The joints, reach, timing, and control space are all different. What may transfer is the sequence of visual attention: which object enters view, what changes before…
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Neurips Position Track Rebuttal and Reviews [R]
Hello! This is my first time submitting an actual conference paper (only done workshops so far). Got a 3/3/5/7 for the Position Paper Track. Reviews all seem quite addressable. Meta review also seemed kinda positive? Included wording such as "a revision should include..."…
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What machine is best for my setup? [D]
Hi guys, hope all well! I was hesitating between two models to help me in my research journey and was wondering if someone had a solid workflow and picked with one of these two big boys: a Macbook pro M5 Pro 64 GB Ram vs M5 Max with 36 or 48 gb RAM. The typical use cases (that i…
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NeurIPS Meta Review - whats going on? [D]
Its been almost 24 hours since reviews were released and I dont see the meta review still. Some people on reddit are saying they can see it. NeurIPS website says they are-releasing reviews on 23 but even 23 July is ending in 4 hours. Whats going on bruh, none of my coauthors is…
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ACM MM 26 Registration [D]
Hi, I'm new with ACM conferences. I have 2 papers at workshops and the conference website says: "Each workshop paper needs to be associated with one workshop-only (non-student) or full (non-student) author registration at either ACM Member rate, or non-member rate. One…
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GPT-5.5 Scores 10.6% on ActiveVision, Humans Hit 96.1% [R]
The interesting finding from a new [arXiv paper]( https://arxiv.org/abs/2607.16165 ) isn't that a frontier vision model failed a new benchmark, that happens weekly, but the specific shape of the failure and the fact that the models cannot patch it by writing their own code. The…
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Prompt Injection in NeurIPS 2026? [D]
The reviews were just released, and I downloaded my paper from OpenReview to identify areas that needed improvement. However, GPT warned me that the PDF contained a prompt injection. I never inserted such a prompt. After comparing my original submission with the version…
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NeurIPS Reviews out for me [R]
I know it might be because we have an earlier number (in the 600's) but we got all 4 of our reviews. Even the harshest ones were very insightful and honestly I'm very happy with how this all turned out. Best of luck to everyone else in getting their reviews and good luck to you…
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Did NeurIPS reviews come out? OpenReview isnt loading lol [D]
good luck!   submitted by   /u/Business-Kale-1406 [link]   [comments]
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Asking about how to collaborate with professors or research labs [D]
Hey everyone, I'm not in college anymore. Is it possible to do research with a professor or any research lab while working a full time job? If yes, what's the best way to reach out and get involved? Also if anyone looking for someone to work with on a research project or…
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Anyone heading to Jeju for KDD? Let's meet up! 🙋[D]
Hey all! Is anyone else going to be at KDD in Jeju? Would love to connect with fellow attendees. I work on interpretability, fairness, and editing of text-to-image models, so I'd especially love to meet people working in these areas. But honestly, we can chat about anything:…
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Building an AI-text detector from scratch [P]
- Tutorial: https://ordinaryintelligence.substack.com/p/how-to-build-an-ai-slop-detector - Notebook on GitHub: https://github.com/Buzzpy/Python-Projects/blob/main/AI-slop-detector.ipynb   submitted by   /u/gamedev-exe [link]   [comments]
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EMNLP Industry 2026 Paper Reviews [D]
Reviews are released! Lets discuss them here!   submitted by   /u/Forsaken-Lab-7010 [link]   [comments]
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Happy openreview refresh day to all those who celebrate [D]
...may the odds be in your favor. On a more serious note, as an Area Chair for Neurips, I can tell the incentives that they placed this year are kinda working (risk of rejecting a reviewer's paper if they are not being responsible). I've had the least number of reviewers to…
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