Author

F. Calmon

h-index 28 View on Semantic Scholar

We have 3 of 120 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

A Complete Characterization of Tensorizable $f$-divergences

Csiszar's formulation of the $f$-divergence introduced a vast family of functionals for quantifying dissimilarity between probability distributions. However, many applications in statistics and information theory rely only on a few $f$-divergences, such as the Kullback-Leibler divergence, the $\chi^2$-divergence, and t...

R. Cruz, F. Calmon, Qiang Yu · 1 citation · ⚡1

Preprint Sep 2026

Feedback Coding Enables Inference-Time Covert Agentic Communication

This work recast black-box black-box LLM steganography as a sequential communication problem with causal, noiseless feedback: every generated token is observed by both parties and can guide subsequent embedding.

Si-Dong Guo, Sajani Vithana, Atefeh Gilani et al. · 1 citation

Jul 2026

Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation

This work considers normalized histograms as distribution estimators and characterize the asymptotically optimal domain-aware privacy mechanism within a specific class of DP mechanisms, and introduces PubMix, a public-data-aware DP mechanism that can be used in histogram-based data synthesis pipelines.

Sajani Vithana, Sangwon Jung, Haoyang Hu et al. · arXiv.org · 0 citations