{"product_id":"universal-time-series-forecasting-with-mixture-predictors-9783030543037","title":"Universal Time-Series Forecasting with Mixture Predictors","description":"\u003cp\u003e • Author(s): Daniil Ryabko\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Science\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIntroduction.- Notation and Definitions.- Prediction in Total Variation: Characterizations.- Prediction in KL-Divergence.- Decision-Theoretic Interpretations.- Middle-Case: Combining Predictors Whose Loss Vanishes.- Conditions Under Which One Measure Is a Predictor for Another.- Conclusion and Outlook.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45280296239255,"sku":"9783030543037","price":3639.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030543037.webp?v=1769295916","url":"https:\/\/atlanticbooks.com\/products\/universal-time-series-forecasting-with-mixture-predictors-9783030543037","provider":"Atlantic Books","version":"1.0","type":"link"}