Konstantina Palla

22 papers A* 6B 1C 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mapping Faithful Reasoning in Language Models.
CoRR
Jiazheng Li, Andreas Damianou, J. Rosser, José Luis Redondo García, Konstantina Palla
2025 J jnl
Observation Noise and Initialization in Wide Neural Networks.
CoRR
Sergio Calvo-Ordoñez, Jonathan Plenk, Richard Bergna, Álvaro Cartea, José Miguel Hernández-Lobato, Konstantina Palla, Kamil Ciosek
2025 — conf
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models.
FAccT
Konstantina Palla, José Luis Redondo García, Claudia Hauff, Francesco Fabbri, Andreas Damianou, Henrik Lindström, Daniel R. Taber, Mounia Lalmas
2025 J jnl
Policy-as-Prompt: Rethinking Content Moderation in the Age of Large Language Models.
CoRR
Konstantina Palla, José Luis Redondo García, Claudia Hauff, Francesco Fabbri, Henrik Lindström, Daniel R. Taber, Andreas Damianou, Mounia Lalmas
2025 J jnl
Stream: Scaling up Mechanistic Interpretability to Long Context in LLMs via Sparse Attention.
CoRR
J. Rosser, José Luis Redondo García, Gustavo Penha, Konstantina Palla, Hugues Bouchard
2024 J jnl
Epistemic Uncertainty and Observation Noise with the Neural Tangent Kernel.
CoRR
Sergio Calvo-Ordoñez, Konstantina Palla, Kamil Ciosek
2024 J jnl
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI.
CoRR
Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang
2024 A* conf
Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI.
ICML
Theodore Papamarkou, Maria Skoularidou, Konstantina Palla, Laurence Aitchison, Julyan Arbel, David B. Dunson, Maurizio Filippone, Vincent Fortuin, Philipp Hennig, José Miguel Hernández-Lobato, Aliaksandr Hubin, Alexander Immer, Theofanis Karaletsos, Mohammad Emtiyaz Khan, Agustinus Kristiadi, Yingzhen Li, Stephan Mandt, Christopher Nemeth, Michael A. Osborne, Tim G. J. Rudner, David Rügamer, Yee Whye Teh, Max Welling, Andrew Gordon Wilson, Ruqi Zhang
2023 J jnl
Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-technical Perspective: Socio-technical perspectives on hypotension prediction.
ACM Trans. Comput. Hum. Interact.
Pratik Ghosh, Karen L. Posner, Stephanie L. Hyland, Wil van Cleve, Melissa Bristow, Dustin R. Long, Konstantina Palla, Bala Nair, Christine Fong, Ronald Pauldine, Monica S. Vavilala, Kenton O'Hara
2023 J jnl
Harmonizing Global Voices: Culturally-Aware Models for Enhanced Content Moderation.
CoRR
Alex J. Chan, José Luis Redondo García, Fabrizio Silvestri, Colm O'Donnel, Konstantina Palla
2022 — conf
Bayesian Nonparametrics for Sparse Dynamic Networks.
ECML/PKDD (5)
Cian Naik, François Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla
2019 A* conf
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE.
ICML
Chao Ma, Sebastian Tschiatschek, Konstantina Palla, José Miguel Hernández-Lobato, Sebastian Nowozin, Cheng Zhang
2018 J jnl
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE.
CoRR
Chao Ma, Sebastian Tschiatschek, Konstantina Palla, José Miguel Hernández-Lobato, Sebastian Nowozin, Cheng Zhang
2017 A* conf
A Birth-Death Process for Feature Allocation.
ICML
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
2016 C conf
Topic modelling of authentication events in an enterprise computer network.
ISI
Nick Heard, Konstantina Palla, Maria Skoularidou
2015 J jnl
Relational Learning and Network Modelling Using Infinite Latent Attribute Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
2014 A* conf
A reversible infinite HMM using normalised random measures.
ICML
David A. Knowles, Zoubin Ghahramani, Konstantina Palla
2013 A* conf
SIGMa: simple greedy matching for aligning large knowledge bases.
KDD
Simon Lacoste-Julien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani
2012 — conf
A nonparametric variable clustering model.
NIPS
David A. Knowles, Konstantina Palla, Zoubin Ghahramani
2012 A* conf
An Infinite Latent Attribute Model for Network Data.
ICML
Konstantina Palla, David A. Knowles, Zoubin Ghahramani
2012 J jnl
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases
CoRR
Simon Lacoste-Julien, Konstantina Palla, Alex Davies, Gjergji Kasneci, Thore Graepel, Zoubin Ghahramani
2008 B conf
A Simulator for a Mobile Peer-to-Peer Database Environment.
MDM
Verena Kantere, Konstantina Palla, Kostas Patroumpas, Timos K. Sellis