r/MachineLearning
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r/MachineLearning community 1mo ago
What Sante's 83.83 on DiagnosisArena-MCQ actually measures [D]
Ant Ling reports 83.83 on DiagnosisArena-MCQ for Ling-3.0-flash-Sante, its new medical reasoning model. The suffix matters: the task provides case information, examinations and tests, then asks the model to choose from four diagnoses. That result tells us about selecting an…
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Teach ML! Community service project from Stanford [N]
Hi r/machinelearning . Nice to meet you! My name is Chris Piech and I'm a professor at Stanford University in the AI lab. I built a class called Probability for AI: pai.stanford.edu. It starts Oct 9th and applications are due end of Sept. Its (hopefully) cool for a few reasons:…
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ECCV 2026 Social Groups [D]
Hi. I'm visiting ECCV in Malmo and was wondering if there's any medium, like discord, whatsapp etc where people are discussing social activities. I couldn't find a way to connect to people on the official app to discuss common interests, research or otherwise. It'd also be nice…
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Rustuna: A High-Performance Rust Implementation of Optuna [P]
Hi everyone! We just released Rustuna (GitHub: https://github.com/optuna/rustuna/ ), a high-speed, memory-efficient implementation of Optuna built in Rust. Optuna-Compatible Design: Keeps the familiar API and concept of Optuna. Zero Python Dependencies: Mitigating the risk of…
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KV cache as an agent runtime [R]
Our research team has been exploring an alternative approach to achieving interactivity and better responsiveness with LLM systems. One of the team members wrote up a post about it: https://research.yandex.com/blog/the-kv-cache-as-an-agent-runtime The post sums up the overall…
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Automotive Radar Object Classification [P]
Hello all, I'm a radar signal processing engineer and i trained a 5-class classifier (car, large_vehicle, two_wheeler, pedestrian, pedestrian_group) on RadarScenes radar point clouds. The input vector is a per-scan histogram (16 bins) and the network is a 3-layer MLP. The loss…
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What is the correct way to vibe-code Machine Learning projects?[p]
I'm currently learning Machine Learning through a course, and I want to start building projects alongside it. My main goal right now is simply to build several good ML projects and get familiar with the complete project development process . I want to use AI coding tools such as…
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[D] IJCNLP-AACL 2026: Paper Commitment Results (ARR May 2026 Cycle) [D]
AACL-IJCNLP 2026 acceptance results will be released in a few hours. Feel free to share your thoughts and feelings! How did you do?   submitted by   /u/Starscream-11813 [link]   [comments]
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Applying Sliding Window Attention to pretrained LLMs at inference time [P]
I've been working on a practical implementation of Sliding Window Attention (SWA) for pretrained Hugging Face causal LLMs. The idea is simple: instead of allowing every generated token to attend to the complete historical KV cache, maintain a bounded cache consisting of:…
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AIStats 2027 Questions [D]
Hi All, Was reading AIStats' website and it seems like abstract submission is due in 3 weeks. Does anyone know where to find the LaTex template for 2027? It seems like very little information is available on their website. Another question, is a Quant Finance paper a better fit…
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Search agent beats GPT-6 Astra on benchmarks, just days after release [N]
  submitted by   /u/Neither_You_5673 [link]   [comments]
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NeurIPS 2026 Automatic Reference Checker [R]
Just received an email about the automatic reference/citation checker. Did anyone receive a follow up email about whether the checker was included in the paper's decision making too, along with the general instructional email?   submitted by   /u/Emergency_Plate241…
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Language Models Can Control Their Own Attention [R]
Abstract Language models spend most of their attention on a small fraction of context, yet they read the entire KV cache to find the few tokens that matter. If the user asks about a previous detail in a 1M-token conversation, global attention layers must scan the full context to…
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Implementing Embedding Gemma from scratch in PyTorch [P]
  submitted by   /u/Winter_Mistake_3185 [link]   [comments]
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What is the general design of these new math solving systems? [D]
From what I've seen online so far, the description of these systems is roughly: They asked the model (often Aster) to generate statements in LEAN and then submit those to a LEAN compiler to be checked. Based on the results of attempting the LEAN compilation, they somehow add…
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Gpt 5,6,7: Does it even matter? The (ghost) productivity question. [D]
an observation : GPT-5-class models are genuinely capable(They are) of doing a substantial fraction of knowledge work, why haven’t we seen a noticeable productivity shock in the real economy yet? Is AI actually less economically useful than the benchmarks suggest—or are…
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How does one approach towards machine learning?[D]
I honestly am so confused rn as the ml community is overburst with people only caring about building rag modules and agentic ai for larger corporations. I have a passion for machine learning but honestly it feels really confusing as to what really counts today. I would love some…
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GPT-6 is released [N]
Benchmark scores (GPT-6 uses a harness for ARC-AGI-3, and is at about 60% without one): https://preview.redd.it/v7nik4nbtfnh1.png?width=1378&format=png&auto=webp&s=a6ec04b5b87e7f2dce748b275d878ab0243f751d https://openai.com/index/gpt-6-astra/   submitted by  …
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AAAI-27 desk rejection over incredibly minor abstract modifications [D]
Has anyone else received an AAAI-27 desk rejection related to modifications to the title or abstract between the abstract-registration deadline and the full-paper deadline? What I’m trying to understand is how the modification rule is being applied in practice. The AAAI-27…
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Mol-JEPA - Multimodal molecular foundation model [R]
Hi everyone, I just quickly wanted to share a paper I was working on for around a year now. I created this summary website with key results: https://flogrammer.github.io/moljepa/ TL;DR: its a multimodal JEPA model for molecules. There will be more work to do to improve…
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machine unlearning? Leads to perpetual learning? [R]
I understand ai works in parameters so in theory it cannot have infinite memory and/or infinite learning capability(at least to my understanding). But I was thinking, if we could train ai to forget information to create more space within its parameters for new information?, and…
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