'Manifold Fitting under Unbounded Noise', by Zhigang Yao, Yuqing Xia.

http://jmlr.org/papers/v26/21-0039.html

#manifold #smoothness #estimation

'Functions with average smoothness: structure, algorithms, and learning', by Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich.

http://jmlr.org/papers/v25/23-0182.html

#smoothing #smoothness #bounding

(1/?) Debating Vodka options with K and ChatGPT. ChatGPT says:
- Stoli Elit: #premium, exceptional #smoothness and #purity
- Chopin: #smooth taste & #quality ingredients
- Tito's: #smoothness & #versatility in cocktails, #favorite
- Hanger 1: unique #flavor profiles
- Kirkland Signature: #value, decent choice for cocktails & mixing due to its #affordability

Sunset sky.
.
..
#abstract #photography #abstractphotography #sunset #sky #sunsetsk #icm #composite #longexposure #smoothness #elegance #flows #expressive #lightpainting #motion
...

Wie werden solche Wege in #Openstreetmap getagged?
How to tag this path?
#Surface?
#Tracktype?
#Smoothness?

Der Weg ist im Wohngebiet und für Fußgänger*innen und Fahrradfahrer*innen freigegeben. Aber es ist nicht nicht festgelegt, wer wo gehen/fahren soll.

@openstreetmap @osmberlin @wochenaufgabe #OSM #OSM_Deutschland #OSM_de

Abstraction 20230701401.
.
..
#photography #composite #artphoto #artphotography #expression #smoothness #icm #longexposure #abstractart #digitalart #contemporary #abstractartist #abstractcolector #abstractphotography
...

Finally getting closer to change my Windows screensaver.
.
..
#abstract #photography #abstractphotography #blue #green #smoothness #wabisabi #icm #elegant #gentle #waves
...

Saturday's evening.
.
..
#abstract #photography #abstractphotography #lightpainting #longexposure #icm #vibes #citylights #intersections #smoothness #motion #mood #energy #vibes #saturday
...

Upward rotation.
.
..
#abstract #photography #abstractphotography #gameoflights #lights #abstractart #fineart #finartphotography #citylights #intersections #smoothness #elegant #red #purple #upward #rotation #reflection #reflections #swirl #vortex #whirlwind #wind
...

BIO #ANTIAGERS #Capsule is a #unique #combination of #organic #herbs and #nutrient #sources that is #formulated to #help #improve #skin #elasticity and #smoothness. #Packed with #natural anti-oxidants, #micro #nutrients and #microminerals, it helps #fight #UV #damage and #skin #pigmentation. It #helps provide #anti-ageing #nourishment #especially for the #inner and #deeper #layers of #skin, for its #glow and #youthfulness.
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