Experimental browser for the Atmosphere
Integrating causality into machine learning can help to solve some of the toughest challenges: Improved generalization Explainability Counterfactual reasoning #ML #AI #causality
Mar 9, 2025, 3:57 AM
{ "uri": "at://did:plc:zwzdlsvtvlxnpuacwhmqmd22/app.bsky.feed.post/3ljw5hdlrgs2p", "cid": "bafyreig46udlgtujnamifhsvftihqyt4ubxfdw6vhnr6he6epn7pslp6vy", "value": { "text": "Integrating causality into machine learning can help to solve some of the toughest challenges:\n\nImproved generalization\nExplainability\nCounterfactual reasoning\n#ML #AI #causality", "$type": "app.bsky.feed.post", "embed": { "$type": "app.bsky.embed.external", "external": { "uri": "https://www.kdnuggets.com/is-causality-the-next-frontier-for-machine-learning", "thumb": { "$type": "blob", "ref": { "$link": "bafkreihbhkbl654xz2pccmjd23iqle6bqtsvp4eqff42nuazmpizf74qaa" }, "mimeType": "image/jpeg", "size": 495906 }, "title": "Is Causality the Next Frontier for Machine Learning?", "description": "Machine learning has brought changes to industries through advanced predictive abilities.Whether causality will become the next major breakthrough depends on overcoming practical and computational obs..." } }, "langs": [ "en" ], "facets": [ { "index": { "byteEnd": 163, "byteStart": 160 }, "features": [ { "tag": "ML", "$type": "app.bsky.richtext.facet#tag" } ] }, { "index": { "byteEnd": 167, "byteStart": 164 }, "features": [ { "tag": "AI", "$type": "app.bsky.richtext.facet#tag" } ] }, { "index": { "byteEnd": 178, "byteStart": 168 }, "features": [ { "tag": "causality", "$type": "app.bsky.richtext.facet#tag" } ] } ], "createdAt": "2025-03-09T03:57:26.895Z" } }