r/MachineLearning
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r/MachineLearning community 6h ago
Loss functions in Instance Representation Learning [R]
In Wu et. al , the MLE objective is computationally infeasible due to the high number of images in the dataset. Non-parametric Softmax Negative Log-Likelihood With large n, the denominator in (2) is hard to compute. Therefore, they use NCE (Noise-Contrastive Estimation). The NCE…
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Price elasticity model [R]
Need to build a ml model to find the price elasticity at the product group level first the given price and discount. What are features I need have and which model used in the industry for these type of use cases . I have used regression and random regression to predict the qty…
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I'm trying to implement CALM paper, and I have some questions. [P]
Hello, I'm trying to implement the Pocket TTS by kyutai-labs represented by this paper . Since they have didn't released the training/fine-tuning code. I'm trying to implement it on my own for learning some stuff. I have read the paper, tried to implement it with much more…
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Adaptive Mixture of Experts Gate (AMG) [R]
[Project] Post-hoc Adaptive MoE Gating on Qwen3.6-35B — empirical benchmarking of an open research gap Adaptive MoE routing — selecting a variable number of experts per token based on routing confidence — has been studied in papers (XMoE 2024, DynMoE ICLR 2025, TopP routing…
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EML Trees are Universal Approximators [R]
Hey! The EML function made the rounds recently on the internet as a “cool trick” that allows for the representation of all elementary functions through composition. As a mathematical curiosity, we prove a universal approximation theorem for EML(-type) trees. Intuitively, one…
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What do you think of Recursive Self Improvement ? [D]
There was a workshop in ICLR Recursive Self Improvement. Is this something worth pursing for a Phd topic? Webpage : https://recursive-workshop.github.io/   submitted by   /u/Successful_Bowl2564 [link]   [comments]
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RAGless: Q-Q retrieval with score aggregation for closed-domain FAQ [P]
What it does RAGless is a semantic retrieval system based on Question-to-Question matching. At ingestion, an LLM generates multiple question variants per answer (3–5) and each variant gets its own embedding. At query time, the user question is embedded, Top-K nearest question…
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[D] Looking for people serious about ML, DL & DSA 🚀[D]
I recently started a Telegram community called The Daily Commit. The goal is simple: stay consistent and hold each other accountable. What we do: 🧠 Share what we learned every day. ❓ Discuss ML, DL & DSA doubts. 📚 Share quality resources. 🚀 Build projects together. 💪 Stay…
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ECCV 2026 Final Decisions after Provisional Acceptance [D]
Has anyone actually received final acceptance following their provisional acceptance email from ECCV 2026? I am very confused. Thank you so much.   submitted by   /u/Land_Heavy [link]   [comments]
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Double-Blind submission in single-blind tracks [D]
Hi everyone. First-time reviewer for data mining venues here. For the applied tracks in ICDM and KDD, the CFP states submissions should be single-blind, showing the author's name and affiliations. I received some submissions in double-blind (no author names and affiliations).…
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Kicking off GPU Mode [D]
Hey ! I’m starting a series to document my work on GPU infrastructure, LLMs, and CV. Stop #1 is up: A brief look at why GPUs are the center of the industry, the CPU/GPU divide, and why nvidia-smi is the first place you check when things break. We’ll move past the basics quickly…
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I silently break training codes or configs so I made pybench [P]
It is like pytest but for statistical tests: it ensures no regression of your metrics at a statistical level. It manages tedious things such that seeds, past benchmark results, ... Simple CLI working like pytest but with benchmarks/ directory instead of tests/: pybench # 1st…
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Late Submission of NeurIPS Review [R]
I submitted one of my NeurIPS review ~6 hrs later than the official deadline. Will this still affect my own submission? Asking because I’m a first time reviewer. I pinged the AC a day before that I might be a few hours late, but didn’t hear back. So wondering if I might have…
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Live Continual Learning in Machine Learning [D]
My question on live continual learning use cases was removed by moderators here because they think i asked basic level question about live continual learning which i thought is a frontier level research. But anyways. Is anyone interested in talking about continual learning…
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Live Continual Learning in Machine Learning [D]
What is live continual learning? Who uses it and what are the use cases? Is it for hospitals, legal? Or corporate? Who are the real users? In the bigger picture what is it even useful for?   submitted by   /u/fourwheels2512 [link]   [comments]
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Dev Log on Steam Recommender[P]
Since the steam sale is live I wanted to post a Dev log on my personal project https://nextsteamgame.com/ sharing some outcomes from the web traffic and how I changed the project from the great feedback I got! I made a post about a month ago explaining how I made this opensource…
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ECCV 2026 camera-ready deadline: June 27 or June 30? [D]
In the recent Springer/Meteor email, it says: The deadline for the upload of the camera-ready manuscripts and source files is 30 June. This is a hard deadline and will not be extended. However, in the same email, the Meteor submission line for my paper says: submission due: June…
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Looking for arXiv endorsement (eess.AS or cs.SD) [R]
Hi, I'm an undergrad researcher looking for an arXiv endorsement to submit my first paper in the audio/speech processing domain (keyword spotting on microcontrollers). I've submitted to a peer-reviewed IEEE conference and am awaiting results, but want to get a preprint up in the…
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