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Stat/Prob ML Researchers Seek New Venues Amid LLM Dominance in Top Conferences

By PulseAugur Editorial · [1 sources] ·

A researcher in statistical and probabilistic machine learning is observing a significant shift in top-tier ML conferences, with LLM-based works and agentic approaches dominating poster sessions and workshops. This trend has led the researcher to question where the broader statistical and probabilistic ML community can best present their work, considering venues like AISTATS and UAI as potential alternatives to the traditionally prestigious conferences like ICLR and NeurIPS. AI

IMPACT Shifts in conference focus may impact the visibility and dissemination of statistical and probabilistic ML research.

RANK_REASON Opinion piece from a researcher discussing trends in ML conferences.

Read on r/MachineLearning →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Stat/Prob ML Researchers Seek New Venues Amid LLM Dominance in Top Conferences

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Opinion piece from a researcher discussing trends in ML conferences.
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COVERAGE [1]

  1. r/MachineLearning TIER_1 English(EN) · /u/didimoney ·

    Where to submit stat/prob ML [D]

    <!-- SC_OFF --><div class="md"><p>I'm a researcher in statistical and probabilistic ML, I have a steady record of top ML publications and really used to enjoy going to conferences.</p> <p>Over the last few years LLM based works have completely taken over the top conferences. At t…

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