@misc{achddou2024multitask,

title = {Multitask Online Learning: Listen to the Neighborhood Buzz},

author = {Juliette Achddou and Nicolò Cesa-Bianchi and Pierre Laforgue},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{cinà2024sigmazero,

title = {σ-zero: Gradient-based Optimization of $ell_0$-norm Adversarial Examples},

author = {Antonio Emanuele Cinà and Francesco Villani and Maura Pintor and Lea Schönherr and Battista Biggio and Marcello Pelillo},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{zhang2024provable,

title = {Provable Preimage Under-Approximation for Neural Networks (Full Version)},

author = {Xiyue Zhang and Benjie Wang and Marta Kwiatkowska},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{hariat2024learning,

title = {Learning to Generate Training Datasets for Robust Semantic Segmentation},

author = {Marwane Hariat and Olivier Laurent and Rémi Kazmierczak and Shihao Zhang and Andrei Bursuc and Angela Yao and Gianni Franchi},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{grazzi2024nonsmooth,

title = {Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates},

author = {Riccardo Grazzi and Massimiliano Pontil and Saverio Salzo},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{grazzi2024mamba,

title = {Is Mamba Capable of In-Context Learning?},

author = {Riccardo Grazzi and Julien Siems and Simon Schrodi and Thomas Brox and Frank Hutter},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{zhu2024pollmgraph,

title = {PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics},

author = {Derui Zhu and Dingfan Chen and Qing Li and Zongxiong Chen and Lei Ma and Jens Grossklags and Mario Fritz},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{zhang2024provableb,

title = {Provable Preimage Under-Approximation for Neural Networks (Full Version)},

author = {Xiyue Zhang and Benjie Wang and Marta Kwiatkowska},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{fahes2024simple,

title = {A Simple Recipe for Language-guided Domain Generalized Segmentation},

author = {Mohammad Fahes and Tuan-Hung Vu and Andrei Bursuc and Patrick Pérez and Raoul Charette},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{trizna2024livingofftheland,

title = {Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation},

author = {Dmitrijs Trizna and Luca Demetrio and Battista Biggio and Fabio Roli},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{iurada2024findinglotteryticketsvision,

title = {Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning},

author = {Leonardo Iurada and Marco Ciccone and Tatiana Tommasi},

url = {https://arxiv.org/abs/2406.01820},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{wang2024fedlapdp,

title = {FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations},

author = {Hui-Po Wang and Dingfan Chen and Raouf Kerkouche and Mario Fritz},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{zhang2024participate,

title = {Will You Participate? Exploring the Potential of Robotics Competitions on Human-centric Topics},

author = {Yuchong Zhang and Miguel Vasco and Mårten Björkman and Danica Kragic},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{böhle2024bcos,

title = {B-cos Alignment for Inherently Interpretable CNNs and Vision Transformers},

author = {Moritz Böhle and Navdeeppal Singh and Mario Fritz and Bernt Schiele},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{zverev2024llms,

title = {Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?},

author = {Egor Zverev and Sahar Abdelnabi and Mario Fritz and Christoph H. Lampert},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{cesabianchi2024role,

title = {The Role of Transparency in Repeated First-Price Auctions with Unknown Valuations},

author = {Nicolò Cesa-Bianchi and Tommaso Cesari and Roberto Colomboni and Federico Fusco and Stefano Leonardi},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{kangin2024unsupervised,

title = {Unsupervised Domain Adaptation within Deep Foundation Latent Spaces},

author = {Dmitry Kangin and Plamen Angelov},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{mao2024understanding,

title = {Understanding Certified Training with Interval Bound Propagation},

author = {Yuhao Mao and Mark Niklas Müller and Marc Fischer and Martin Vechev},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{tiboni2024domain,

title = {Domain Randomization for Robust, Affordable and Effective Closed-loop Control of Soft Robots},

author = {Gabriele Tiboni and Andrea Protopapa and Tatiana Tommasi and Giuseppe Averta},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{fan2024doge,

title = {DoGE: Domain Reweighting with Generalization Estimation},

author = {Simin Fan and Matteo Pagliardini and Martin Jaggi},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{chen2024biologically,

title = {Towards Biologically Plausible and Private Gene Expression Data Generation},

author = {Dingfan Chen and Marie Oestreich and Tejumade Afonja and Raouf Kerkouche and Matthias Becker and Mario Fritz},

year  = {2024},

date = {2024-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{shao2023strcert,

title = {STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformers},

author = {Daqian Shao and Lukas Fesser and Marta Kwiatkowska},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{cella2023multitask,

title = {Multi-task Representation Learning with Stochastic Linear Bandits},

author = {Leonardo Cella and Karim Lounici and Grégoire Pacreau and Massimiliano Pontil},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{kosson2023multiplicationfree,

title = {Multiplication-Free Transformer Training via Piecewise Affine Operations},

author = {Atli Kosson and Martin Jaggi},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{amoroso2023parents,

title = {Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images},

author = {Roberto Amoroso and Davide Morelli and Marcella Cornia and Lorenzo Baraldi and Alberto Del Bimbo and Rita Cucchiara},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{sessa2023multitask,

title = {Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning},

author = {Pier Giuseppe Sessa and Pierre Laforgue and Nicolò Cesa-Bianchi and Andreas Krause},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{tobaben2023efficacy,

title = {On the Efficacy of Differentially Private Few-shot Image Classification},

author = {Marlon Tobaben and Aliaksandra Shysheya and John Bronskill and Andrew Paverd and Shruti Tople and Santiago Zanella-Beguelin and Richard E Turner and Antti Honkela},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{sarto2023positiveaugmented,

title = {Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation},

author = {Sara Sarto and Manuele Barraco and Marcella Cornia and Lorenzo Baraldi and Rita Cucchiara},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{barker2023selective,

title = {Selective Concept Models: Permitting Stakeholder Customisation at Test-Time},

author = {Matthew Barker and Katherine M. Collins and Krishnamurthy Dvijotham and Adrian Weller and Umang Bhatt},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}

@misc{räisä2023noiseaware,

title = {Noise-Aware Statistical Inference with Differentially Private Synthetic Data},

author = {Ossi Räisä and Joonas Jälkö and Samuel Kaski and Antti Honkela},

year  = {2023},

date = {2023-01-01},

keywords = {},

pubstate = {published},

tppubtype = {misc}

}