25 citations · 83 across the 18 of their papers we have counts for
3 papers · 1 filter
Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation
Onur Atan, William R. Zame, Mihaela van der Schaar
Randomized Controlled Trials (RCTs) are the gold standard for comparing the effectiveness of a new treatment to the current one (the control). Most RCTs allocate the patients to th…
Optimal Piecewise Local-Linear Approximations
Kartik Ahuja, William Zame, Mihaela van der Schaar
Existing works on "black-box" model interpretation use local-linear approximations to explain the predictions made for each data instance in terms of the importance assigned to the…
Learning Optimal Policies from Observational Data
Onur Atan, William R. Zame, M van der Schaar
Choosing optimal (or at least better) policies is an important problem in domains from medicine to education to finance and many others. One approach to this problem is through con…