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researcher

Brian Bloniarz

2 papers hereh-index 116 citations3 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedDP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Mix- and MoE-DPO: A Variational Inference Approach to Direct Preference Optimization

Jason Bohne, Pawel Polak, David Rosenberg +2

Direct Preference Optimization (DPO) has recently emerged as a simple and effective alternative to reinforcement learning from human feedback (RLHF) for aligning large language mod…

cs.LG2023★ 1 cited

DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation

Rodrigo Castellon, Achintya Gopal, Brian Bloniarz +1

The generation of synthetic tabular data that preserves differential privacy is a problem of growing importance. While traditional marginal-based methods have achieved impressive r…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.