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Quote from: Sir Lüc on December 13, 2022, 11:17:58 AMAzul,hi luc, under the new model of membership requirements your submitting of your this thesis qualifies you for membership in the Society, should you wish it.
although not a Royal Society member,yesterday marked the official end of my academic career**, and I'd like to share my master's degree thesis for consumption by our scientific community. (The presentation was a bit less low-level and might have been more understandable by laypeople, but I don't have a full recording of it.)
Since my graduation coincided with Llimbaziuă, I'm extremely tempted to release at least some abridged version of it in Talossan. In the meantime though, here's the full stuff as submitted in English:
Streaming algorithms for center-based clustering in general metrics
Abstract: Center-based clustering is an important yet computationally difficult primitive in the realm of unsupervised learning and data analysis. We specifically focus on the k-median clustering problem in general metric spaces, in which one seeks to find a set of k centers, so to minimise the sum of distances from each point in the dataset to its closest center. In this thesis, we present and analyze efficient techniques to deal with the k-median clustering problem in the streaming setting – where the dataset is presented one point at a time and not accessible in its entirety* – by leveraging the dimensionality of the dataset's underlying metric space.
(*: not accessible in its entirety all at once, I should have written. Yay for writing it at some ungodly hour of the night :p)
(**: sike! in February 2023, I accepted a position as (non-postdoctoral) research fellow, so my academic career is not actually over yet.)
| Pos | ± | Team | Pts Ove | Pts Today | |
| 1st | (=) | Els Talossaes Rexhital (REX) | 5256 | +252 | |
| 2nd | (=) | Maritiimi-Maxhestic Mençeis (MMM) | 4958 | +272 | |
| 3rd | (=) | Gordon Hiatus Support Team (GHS) | 4937 | +335 | |
| 4th | (=) | Cyclohexane (CHX) | 4763 | +237 | |
| 5th | (=) | Velociposse Florencia (VFL) | 4743 | +321 | |
| 6th | (=) | Esqipă Velocostă (EVC) | 4481 | +211 | |
| 7th | (=) | Cézembre Caçeirs dals Mailintzarăs (BDC) | 3837 | +290 | |
| 8th | (=) | Cézembre Fieschā (CFA) | 3407 | +114 | |
| 9th | (=) | Naziun Cjovani (CJO) | 2847 | +95 |