Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Transitions, Losses, and Re-parameterizations: Elements of Prediction
  Games   This thesis presents some geometric insights into three different types of
two player prediction games -- namely general learning task, prediction with
expert advice, and online convex optimization. These games differ in the nature
of the opponent (stochastic, adversarial, or intermediate), the order of the
players' move, and the utility function. The insights shed some light on the
understanding of the intrinsic barriers of the prediction problems and the
design of computationally efficient learning algorithms with strong theoretical
guarantees (such as generalizability, statistical consistency, and constant
regret etc.).

24
The categories of this paper are: dg-ga
37
The categories of this paper are: supr-con
13
The categories of this paper are: quant-ph
9
The categories of this paper are: nlin
36
The categories of this paper are: cmp-lg
6
The categories of this paper are: astro-ph
15
The categories of this paper are: nucl-ex
34
The categories of this paper are: chem-ph
23
The categories of this paper are: solv-int
31
The categories of this paper are: ao-sci
28
The categories of this paper are: alg-geom
12
The categories of this paper are: nucl-th
5
The categories of this paper are: gr-qc
17
The categories of this paper are: q-fin
22
The categories of this paper are: chao-dyn
26
The categories of this paper are: bayes-an