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Prashant, Parjanya Prajakta
5 publications
ICLR
2025
Differentiable Causal Discovery for Latent Hierarchical Causal Models
Parjanya Prajakta Prashant
,
Ignavier Ng
,
Kun Zhang
,
Biwei Huang
NeurIPS
2025
KAIROS: Scalable Model-Agnostic Data Valuation
Jiongli Zhu
,
Parjanya Prajakta Prashant
,
Alex Cloninger
,
Babak Salimi
AISTATS
2025
Scalable Out-of-Distribution Robustness in the Presence of Unobserved Confounders
Parjanya Prajakta Prashant
,
Seyedeh Baharan Khatami
,
Bruno Ribeiro
,
Babak Salimi
NeurIPS
2025
TokenSwap: A Lightweight Method to Disrupt Memorized Sequences in LLMs
Parjanya Prajakta Prashant
,
Kaustubh Ponkshe
,
Babak Salimi
NeurIPSW
2024
Differentiable Causal Discovery for Latent Hierarchical Causal Models
Parjanya Prajakta Prashant
,
Ignavier Ng
,
Kun Zhang
,
Biwei Huang