Ilija Bogunovic

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×5 AAAI ×1 AAMAS ×1 AISTATS ×1 ICML ×1

Frequent coauthors

William Bankes

×2

Shyam Sundhar Ramesh

×2

Pier Giuseppe Sessa

×2

Yifan Hu

×2

Andreas Krause

×2

Ahmet Hamdi Güzel

×1

Matthew Thomas Jackson

×1

Jarek Liesen

×1

Tim Rocktäschel

×1

Jakob N. Foerster

×1

Jack Parker-Holder

×1

Chen Feng

×1

Papers

Imagined Autocurricula
NeurIPS 2025 ·
Ahmet Hamdi Güzel
,
Matthew Thomas Jackson
,
Jarek Liesen
,
Tim Rocktäschel
,
Jakob N. Foerster
, Ilija Bogunovic,
Jack Parker-Holder
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
AAAI 2025 ·
Chen Feng
,
Ziquan Liu
,
Zhuo Zhi
, Ilija Bogunovic,
Carsten Gerner-Beuerle
,
Miguel Rodrigues
Right Now, Wrong Then: Non-Stationary Direct Preference Optimization under Preference Drift
ICML 2025 ·
Seongho Son
,
William Bankes
,
Sayak Ray Chowdhury
,
Brooks Paige
, Ilija Bogunovic
Adversarially Robust Decision Transformer
NeurIPS 2024 ·
Xiaohang Tang
,
Afonso Marques
,
Parameswaran Kamalaruban
, Ilija Bogunovic
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces
AISTATS 2024 ·
Shyam Sundhar Ramesh
,
Pier Giuseppe Sessa
,
Yifan Hu
,
Andreas Krause
, Ilija Bogunovic
Group Robust Preference Optimization in Reward-free RLHF
NeurIPS 2024 ·
Shyam Sundhar Ramesh
,
Yifan Hu
,
Iason Chaimalas
,
Viraj Mehta
,
Pier Giuseppe Sessa
,
Haitham Bou-Ammar
, Ilija Bogunovic
REDUCR: Robust Data Downsampling using Class Priority Reweighting
NeurIPS 2024 ·
William Bankes
,
George Hughes
, Ilija Bogunovic,
Zi Wang
Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning
AAMAS 2024 ·
Matej Jusup
,
Barna Pásztor
,
Tadeusz Janik
,
Kenan Zhang
,
Francesco Corman
,
Andreas Krause
, Ilija Bogunovic
Sample-efficient Bayesian Optimisation Using Known Invariances
NeurIPS 2024 ·
Theodore Brown
,
Alexandru Cioba
, Ilija Bogunovic