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Statistical patterns in the equations of physics and the emergence of a meta-law of nature.
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The Digital Coupled Ring Oscillator Ising Machine
Han, Y Unnithan, R Evans, R Skafidas, E Proceedings of International Conference on ASIC (01 Jan 2025)
Learning Optimal Conformal Classifiers
Stutz, D Krishnamurthy Dvijotham Cemgil, A Doucet, A (06 May 2022)
Conformal prediction under ambiguous ground truth
Stutz, D Roy, A Matejovicova, T Strachan, P Cemgil, A Doucet, A (24 Oct 2023)
Mitigating LLM Hallucinations via Conformal Abstention
Yadkori, Y Kuzborskij, I Stutz, D György, A Fisch, A Doucet, A Beloshapka, I Weng, W Yang, Y Szepesvári, C Cemgil, A Tomasev, N (04 Apr 2024)
Evaluating AI systems under uncertain ground truth: a case study in dermatology
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On the conjugacy problem for subdirect products of hyperbolic groups
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They weren't brothers and none of them were called Walker, but when Scott 'Walker' utters that first word, 'loneliness', you know something big is coming your way and it may not be good news. 

Scott was a reclusive, often troubled guy whose solo work, especially in later years, was very left field and avant-garde. If you are feeling brave, check it out.

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