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JMLR'Variance-Aware Estimation of Kernel Mean Embedding', by Geoffrey Wolfer, Pierre Alquier.<a href="http://jmlr.org/papers/v26/23-0161.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://jmlr.org/papers/v26/23-0161.html</a> <a href="https://sigmoid.social/tags/embeddings" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embeddings</a> <a href="https://sigmoid.social/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a> <a href="https://sigmoid.social/tags/empirical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#empirical</a>

Joe Steinbring :laravel: :vue:Later this week, I am presenting the <a href="https://jws.social/tags/thatconference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ThatConference</a> Open Space "🦙 Crafting Intelligent Python Apps with Retrieval-Augmented Generation". If you missed the first time I did it, I would recommend checking it out. It is going to be over lunch on Friday. <a href="https://that.us/activities/5EI62c1gogbMFYMqilkP" rel="nofollow noopener noreferrer" target="_blank">https://that.us/activities/5EI62c1gogbMFYMqilkP</a> <a href="https://jws.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://jws.social/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Embedding</a> <a href="https://jws.social/tags/rag" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RAG</a> <a href="https://jws.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Python</a>

F0rm4tExcited to share a series of periodic articles on the developments of TI Mindmap: 𝐖𝐡𝐚𝐭’𝐬 𝐧𝐞𝐰 𝐢𝐧 𝐓𝐈 𝐌𝐢𝐧𝐝𝐦𝐚𝐩, first issue. Article and tool co-authored with Oleksiy Meletskiy.New Features: ➡Extract adversary tactics, techniques, and procedures ➡Tactics, techniques and procedures by execution time ➡Tactics, techniques and procedures timeline ➡AI Chat on your article ➡Mermaid live editor integration ➡PDF report ➡Tweet Mindmap𝐇𝐨𝐰 𝐭𝐨 𝐠𝐞𝐭 𝐢𝐧𝐯𝐨𝐥𝐯𝐞𝐝 The project is open to external contributions. To collaborate, please check the GitHub repository: <a href="https://github.com/format81/TI-Mindmap-GPT/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/format81/TI-Mindmap-GPT/</a> If you find TI Mindmap useful, please consider starring the repository on GitHub.To learn more: <a href="https://medium.com/@antonio.formato/whats-new-in-ti-mindmap-feb-2024-14cf3b383833" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://medium.com/@antonio.formato/whats-new-in-ti-mindmap-feb-2024-14cf3b383833</a><a href="https://infosec.exchange/tags/timindmap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#timindmap</a> <a href="https://infosec.exchange/tags/ti" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ti</a> <a href="https://infosec.exchange/tags/mindmap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mindmap</a> <a href="https://infosec.exchange/tags/threatintelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#threatintelligence</a> <a href="https://infosec.exchange/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://infosec.exchange/tags/llmapp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llmapp</a> <a href="https://infosec.exchange/tags/openai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#openai</a> <a href="https://infosec.exchange/tags/azureopenai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#azureopenai</a> <a href="https://infosec.exchange/tags/largelanguagemodel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#largelanguagemodel</a> <a href="https://infosec.exchange/tags/cybersecurity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cybersecurity</a> <a href="https://infosec.exchange/tags/cyber" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cyber</a> <a href="https://infosec.exchange/tags/security" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#security</a> <a href="https://infosec.exchange/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://infosec.exchange/tags/streamlit" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#streamlit</a> <a href="https://infosec.exchange/tags/infer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#infer</a> <a href="https://infosec.exchange/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a> <a href="https://infosec.exchange/tags/chat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#chat</a> <a href="https://infosec.exchange/tags/ioc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ioc</a> <a href="https://infosec.exchange/tags/mitre" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mitre</a> <a href="https://infosec.exchange/tags/ttp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ttp</a> <a href="https://infosec.exchange/tags/cyberreport" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cyberreport</a> <a href="https://infosec.exchange/tags/report" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#report</a> <a href="https://infosec.exchange/tags/mermaid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mermaid</a> <a href="https://infosec.exchange/tags/genai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#genai</a> <a href="https://infosec.exchange/tags/generativeai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#generativeai</a> <a href="https://infosec.exchange/tags/cyberthreatintelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cyberthreatintelligence</a> <a href="https://infosec.exchange/tags/github" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#github</a> <a href="https://infosec.exchange/tags/prompt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#prompt</a> <a href="https://infosec.exchange/tags/promptengineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#promptengineering</a> <a href="https://infosec.exchange/tags/FewShotPrompting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FewShotPrompting</a> <a href="https://infosec.exchange/tags/gpt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gpt</a> <a href="https://infosec.exchange/tags/gpt4" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gpt4</a> <a href="https://infosec.exchange/tags/api" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#api</a> <a href="https://infosec.exchange/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataVisualization</a> <a href="https://infosec.exchange/tags/threat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#threat</a> <a href="https://infosec.exchange/tags/infosec" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#infosec</a> <a href="https://infosec.exchange/tags/threatreport" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#threatreport</a> <a href="https://infosec.exchange/tags/oai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#oai</a> <a href="https://infosec.exchange/tags/analyst" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#analyst</a> <a href="https://infosec.exchange/tags/soc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#soc</a> <a href="https://infosec.exchange/tags/cert" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cert</a>

Tim Kelloggi wish i knew more about comparing <a href="https://hachyderm.io/tags/embeddings" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embeddings</a>. anyone have resources? one thing i’ve wondered is how to convert an embedding from a “point” to an “area” or “volume”. e.g. an embedding of a 5 paragraph essay will occupy a single point in embedding space, but if you broke it down (e.g. by paragraph), there would be several points and the whole would presumably be at the center. is there a way to trace the full space a text occupies in <a href="https://hachyderm.io/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a> space? <a href="https://hachyderm.io/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLMs</a> <a href="https://hachyderm.io/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLM</a> <a href="https://hachyderm.io/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://hachyderm.io/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NLP</a>

MT Group at FBKOur pick of the week by <a href="https://sigmoid.social/@mgaido91" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@mgaido91</a>: "SONAR: Sentence-Level Multimodal and Language-Agnostic Representations" by Duquenne et al., 2023.<a href="https://arxiv.org/pdf/2308.11466.pdf" rel="nofollow noopener noreferrer" target="_blank">https://arxiv.org/pdf/2308.11466.pdf</a><a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NLP</a> <a href="https://sigmoid.social/tags/NLProc" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NLProc</a> <a href="https://sigmoid.social/tags/language" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#language</a> <a href="https://sigmoid.social/tags/representation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#representation</a> <a href="https://sigmoid.social/tags/multimodal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#multimodal</a> <a href="https://sigmoid.social/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a>

New Submissions to TMLRMulti-point Dimensionality Reduction to Improve Projection Layout Reliability<a href="https://openreview.net/forum?id=mSDlVLfXN6" rel="nofollow noopener noreferrer" target="_blank">https://openreview.net/forum?id=mSDlVLfXN6</a><a href="https://sigmoid.social/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a> <a href="https://sigmoid.social/tags/vertex" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vertex</a> <a href="https://sigmoid.social/tags/dimensionality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dimensionality</a>

Martin HebartOur visual world contains 𝕥𝕙𝕚𝕟𝕘𝕤, like plants, people, animals, or vehicles. But there is also 𝕤𝕥𝕦𝕗𝕗, what these things are made of, like glass, metal, or hair.But how do we make sense of stuff? How do we structure it in our minds? 🧵 1/n<a href="https://psyarxiv.com/jz8ks" rel="nofollow noopener noreferrer" target="_blank">https://psyarxiv.com/jz8ks</a><a href="https://fediscience.org/tags/psychology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#psychology</a> <a href="https://fediscience.org/tags/perception" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#perception</a> <a href="https://fediscience.org/tags/vision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vision</a> <a href="https://fediscience.org/tags/materials" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#materials</a> <a href="https://fediscience.org/tags/embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#embedding</a>

FediTips has moved!You can embed Mastodon posts on websites.Go to the post you want to embed, click on "..." underneath it, then select "embed".This will give you HTML code you can paste into wherever you want to embed the post.<a href="https://mstdn.social/tags/MastoTips" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MastoTips</a> <a href="https://mstdn.social/tags/Mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Mastodon</a> <a href="https://mstdn.social/tags/FediTips" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FediTips</a> <a href="https://mstdn.social/tags/Embedding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Embedding</a>

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