Joshua Kazdan

20 papers A* 4Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Consensus is Not Verification: Why Crowd Wisdom Strategies Fail for LLM Truthfulness.
CoRR
Yegor Denisov-Blanch, Joshua Kazdan, Jessica Chudnovsky, Rylan Schaeffer, Sheng Guan, Soji Adeshina, Sanmi Koyejo
2026 J jnl
Quantifying the Effect of Test Set Contamination on Generative Evaluations.
CoRR
Rylan Schaeffer, Joshua Kazdan, Baber Abbasi, Ken Ziyu Liu, Brando Miranda, Ahmed Ahmed, Abhay Puri, Niloofar Mireshghallah, Sanmi Koyejo
2026 J jnl
Scale Dependent Data Duplication.
CoRR
Joshua Kazdan, Noam Levi, Rylan Schaeffer, Jessica Chudnovsky, Abhay Puri, Bo He, Mehmet Donmez, Sanmi Koyejo, David L. Donoho
2025 A* conf
CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion.
ICLR
Joshua Kazdan, Hao Sun, Jiaqi Han, Felix Petersen, Frederick Vu, Stefano Ermon
2025 A* conf
Collapse or Thrive: Perils and Promises of Synthetic Data in a Self-Generating World.
ICML
Joshua Kazdan, Rylan Schaeffer, Apratim Dey, Matthias Gerstgrasser, Rafael Rafailov, David L. Donoho, Sanmi Koyejo
2025 J jnl
Efficient Prediction of Pass@k Scaling in Large Language Models.
CoRR
Joshua Kazdan, Rylan Schaeffer, Youssef Allouah, Colin Sullivan, Kyssen Yu, Noam Levi, Sanmi Koyejo
2025 A* conf
How Do Large Language Monkeys Get Their Power (Laws)?
ICML
Rylan Schaeffer, Joshua Kazdan, John Hughes, Jordan Juravsky, Sara Price, Aengus Lynch, Erik Jones, Robert Kirk, Azalia Mirhoseini, Sanmi Koyejo
2025 J jnl
How Do Large Language Monkeys Get Their Power (Laws)?
CoRR
Rylan Schaeffer, Joshua Kazdan, John Hughes, Jordan Juravsky, Sara Price, Aengus Lynch, Erik Jones, Robert Kirk, Azalia Mirhoseini, Sanmi Koyejo
2025 J jnl
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models.
CoRR
Belinda Mo, Kyssen Yu, Joshua Kazdan, Proud Mpala, Lisa Yu, Chris Cundy, Charilaos I. Kanatsoulis, Sanmi Koyejo
2025 J jnl
Min-p, Max Exaggeration: A Critical Analysis of Min-p Sampling in Language Models.
CoRR
Rylan Schaeffer, Joshua Kazdan, Yegor Denisov-Blanch
2025 J jnl
No, of course I can! Refusal Mechanisms Can Be Exploited Using Harmless Fine-Tuning Data.
CoRR
Joshua Kazdan, Lisa Yu, Rylan Schaeffer, Chris Cundy, Sanmi Koyejo, Dvijotham Krishnamurthy
2025 J jnl
Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track.
CoRR
Rylan Schaeffer, Joshua Kazdan, Yegor Denisov-Blanch, Brando Miranda, Matthias Gerstgrasser, Susan Zhang, Andreas Haupt, Isha Gupta, Elyas Obbad, Jesse Dodge, Jessica Zosa Forde, Koustuv Sinha, Francesco Orabona, Sanmi Koyejo, David L. Donoho
2025 J jnl
Position: Model Collapse Does Not Mean What You Think.
CoRR
Rylan Schaeffer, Joshua Kazdan, Alvan Caleb Arulandu, Sanmi Koyejo
2025 J jnl
Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF.
CoRR
Syrine Belakaria, Joshua Kazdan, Charles Marx, Chris Cundy, Willie Neiswanger, Sanmi Koyejo, Barbara E. Engelhardt, Stefano Ermon
2025 A* conf
The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning.
ICLR
Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo
2025 J jnl
Understanding Adversarial Transfer: Why Representation-Space Attacks Fail Where Data-Space Attacks Succeed.
CoRR
Isha Gupta, Rylan Schaeffer, Joshua Kazdan, Ken Ziyu Liu, Sanmi Koyejo
2024 J jnl
CPSample: Classifier Protected Sampling for Guarding Training Data During Diffusion.
CoRR
Joshua Kazdan, Hao Sun, Jiaqi Han, Felix Petersen, Stefano Ermon
2024 J jnl
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World.
CoRR
Joshua Kazdan, Rylan Schaeffer, Apratim Dey, Matthias Gerstgrasser, Rafael Rafailov, David L. Donoho, Sanmi Koyejo
2024 J jnl
The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning.
CoRR
Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo
2021 J jnl
Spiders and their Kin: An Investigation of Stanley's Chromatic Symmetric Function for Spiders and Related Graphs.
Graphs Comb.
Angèle M. Foley, Joshua Kazdan, Larissa Kröll, Sofía Martínez Alberga, Oleksii Melnyk, Alexander Tenenbaum