NeurIPS reviews coming in soon! [D]
So, from what I've seen across twitter(x) and reddit, I've inferred that we'll be seeing NeurIPS reviews drop on July 22nd 5:30 pm AoE(Anywhere on earth),…
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Junior Machine Learning Engineer Interview [D]
I have a technical interview for a machine learning position coming up, and I'm really nervous. Can you tell me about your experiences with this process?…
PyTorch model running 170x slower on T4 vs A100. What could cause a bottleneck this extreme? [D]
Hey everyone, Seeing a ~170× slowdown running a point-tracking model on an NVIDIA T4 compared to an A100. On A100 the tracker takes ~0.5 seconds per…
AI/ML Research – What Does it Really Take? [D]
I’ve been deeply interested in AI and machine learning since around 2019, back when GPT-2 was still one of the major talking points. Since then, I’ve…
If your model finds edge against closing lines, does that edge transfer to earlier bets? [R]
Building a sports prediction model ,I found consistent edge when backtesting against closing lines. At inference time tho, I predict 12-24 hours before the event where…
Mechanistic interpretability: a first paper on disentangling a convolutional neuron [R]
I have recently started working in mechanistic interpretability independently, starting with distill circuits thread My work is on disentangling and closely studying a single neuron, a…
Does anyone else miss the old conference ecosystem? [D]
Does anyone else miss when conferences like BMVC, ACCV, FG, ICIP, and ICASSP had much bigger communities? FG was the place for face analysis, ICASSP for…
Infinities, impossibilities, and the man in the white linen suit [D]
So I was belatedly reading Matthew Colbrook’s paper on unstable neural networks https://www.pnas.org/doi/10.1073/pnas.2107151119, and the paradox therein sent me back to my university days and reminded…
Things I got wrong building an incremental indexing pipeline [P]
I've been working on incremental indexing pipelines lately, basically keeping a vector store in sync as the source data changes, and I keep finding the same…
New LLM Coordination Benchmark – Benchmarking Open-Ended Multi-Agent Coordination in Language Agents [R]
Can LLM agents coordinate in long-horizon, open-ended worlds? We evaluate 13 modern LLMs in a new benchmark where agents must work together to explore, communicate, trade…