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Austin Pollok

3 papers hereh-index 17 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-fin.ST2
  • stat.AP1

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

q-fin.ST2026

End-to-End Parametric Portfolio Policies for Cross-Asset Futures Timing: When Do AI Models Beat Simple Rules?

Austin Pollok, Kevin Robik

Timing-based tilts across asset classes can drive much of the risk and return of a diversified cross-asset portfolio. The standard approach forecasts returns and then optimizes wei…

stat.AP2025

Modeling Wallet-Level Behavioral Shifts Post-FTX Collapse: An XAI-Driven GLM Study on Ethereum Transactions

Benjamin Gillen, Rashmi Ranjan Bhuyan, Gourab Mukherjee +1

The Ethereum blockchain plays a central role in the broader cryptocurrency ecosystem, enabling a wide range of financial activity through the use of smart contracts. This paper inv…

q-fin.ST2025

Predicting Realized Variance Out of Sample: Can Anything Beat The Benchmark?

Austin Pollok

The discrepancy between realized volatility and the market's view of volatility has been known to predict individual equity options at the monthly horizon. It is not clear how this…

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