Kousha Kalantari

15 papers A* 3A 1B 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Comparing Few to Rank Many: Active Human Preference Learning Using Randomized Frank-Wolfe Method.
ICML
Kiran Koshy Thekumparampil, Gaurush Hiranandani, Kousha Kalantari, Shoham Sabach, Branislav Kveton
2025 A* conf
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain.
ICML
Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
2025 J jnl
FisherSFT: Data-Efficient Supervised Fine-Tuning of Language Models Using Information Gain.
CoRR
Rohan Deb, Kiran Koshy Thekumparampil, Kousha Kalantari, Gaurush Hiranandani, Shoham Sabach, Branislav Kveton
2024 J jnl
Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe.
CoRR
Kiran Koshy Thekumparampil, Gaurush Hiranandani, Kousha Kalantari, Shoham Sabach, Branislav Kveton
2024 J jnl
Language-Model Prior Overcomes Cold-Start Items.
CoRR
Shiyu Wang, Hao Ding, Yupeng Gu, Sergül Aydöre, Kousha Kalantari, Branislav Kveton
2024 J jnl
Optimal Design for Human Feedback.
CoRR
Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton
2024 A* conf
Optimal Design for Human Preference Elicitation.
NeurIPS
Subhojyoti Mukherjee, Anusha Lalitha, Kousha Kalantari, Aniket Deshmukh, Ge Liu, Yifei Ma, Branislav Kveton
2023 A conf
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances.
UAI
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
2023 J jnl
Fixed-Budget Best-Arm Identification with Heterogeneous Reward Variances.
CoRR
Anusha Lalitha, Kousha Kalantari, Yifei Ma, Anoop Deoras, Branislav Kveton
2018 J jnl
Robust Privacy-Utility Tradeoffs Under Differential Privacy and Hamming Distortion.
IEEE Trans. Inf. Forensics Secur.
Kousha Kalantari, Lalitha Sankar, Anand D. Sarwate
2017 J jnl
Information-Theoretic Privacy with General Distortion Constraints.
CoRR
Kousha Kalantari, Oliver Kosut, Lalitha Sankar
2017 B conf
On information-theoretic privacy with general distortion cost functions.
ISIT
Kousha Kalantari, Lalitha Sankar, Oliver Kosut
2016 — conf
On the fine asymptotics of information theoretic privacy.
Allerton
Kousha Kalantari, Oliver Kosut, Lalitha Sankar
2016 B conf
Optimal differential privacy mechanisms under Hamming distortion for structured source classes.
ISIT
Kousha Kalantari, Lalitha Sankar, Anand D. Sarwate
2016 J jnl
The Optimal Differential Privacy Mechanism under Hamming Distortion for Universal Memoryless Source Classes.
CoRR
Kousha Kalantari, Lalitha Sankar, Anand D. Sarwate