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Don’t Predict Counterfactual Values, Predict Expected Values Instead

Proceedings of the AAAI Conference on Artificial Intelligence, 2023
Counterfactual Regret Minimization algorithms are the most popular way of estimating the Nash Equilibrium in imperfect-information zero-sum games. In particular, DeepStack -- the state-of-the-art Poker bot -- employs the so-called Deep Counterfactual Value Network (DCVN) to learn the Counterfactual Values (CFVs) associated with various states in the ...
Jeremiasz Wolosiuk   +2 more
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Multithreaded Value Prediction

11th International Symposium on High-Performance Computer Architecture, 2005
This paper introduces a technique which leverages value prediction and multithreading on a simultaneous multithreading processor to achieve higher performance in a single threaded application. By allowing the value-speculative execution to proceed in a separate thread, this technique overcomes barriers that make traditional value prediction relatively ...
Nathan Tuck, Dean M. Tullsen
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The Predictive Value of Microalbuminuria

American Journal of Kidney Diseases, 1989
An elevated urinary albumin excretion (termed microalbuminuria) has been proposed as a predictor for later development of clinical diabetic nephropathy (hypertension, falling glomerular filtration rate [GFR], and urinary albumin excretion greater than 300 mg/24 h).
M W, Steffes   +3 more
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The Prediction of Stress by Values and Value Conflict

The Journal of Psychology, 2005
The authors investigated the relationships among stress, values, and value conflict. Data collected from 400 people working in a variety of companies in Flanders indicated that the values of openness to change, conservation, self-transcendence, and self-enhancement were important predictors of stress.
Dave, Bouckenooghe   +3 more
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Predictive value of airway reactivity

Journal of Allergy and Clinical Immunology, 1990
DISCUSSION Question. We have all had patients with severe allergic rhinitis and mild asthma, and we have brought their allergic rhinitis under control with an antihistamine or a topical steroid or topical cromolyn. The asthma also seems to become much better; in fact, it will sometimes resolve clinically.
R G, Townley   +3 more
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CALCULATION OF A PREDICTIVE VALUE FOR TRANSPLANTATION

Transplantation, 1985
Calculs de probabilites: possibilite de trouver un donneur d'organe acceptable pour un receveur presensibilise contre certains antigenes dependant d'un locus genetique ou de ...
A A, Zachary, W E, Braun
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Predictive value of placebo methylphenidate

Pediatric Neurology, 1993
The effects of methylphenidate in 20 children with attention-deficit disorder between the ages of 7 and 12 years were assessed in a double-blind, placebo/drug counterbalanced study. Measures of outcome included the Teacher Rating Scale and Abbreviated Parent Rating Scale: digits, words, and visual sequencing; motor control; and a maze test. The Teacher
E, Tirosh   +3 more
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The value of prediction

Philippine Journal of Cardiology, 2019
Like in most disciplines in Medicine, the value of predicting the occurrence of a disease or event is an important realm in the field of Cardiology that repeatedly invites numerous clinical investigations. This has given rise to numerous scoring schemes, probability indices and prediction tools that enable the clinician to expect a complication or ...
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