Marco Podda

Straight outta Sardinia.
PhD @ CS Dept., Univ. of Pisa, Computational Intelligence & Machine Learning group.

[Vincenzo Lomonaco @v_lomonaco]

I'm looking for several 𝗣𝗵𝗗𝘀, 𝗣𝗼𝘀𝘁-𝗗𝗼𝗰𝘀 and 𝗩𝗶𝘀𝗶𝘁𝗶𝗻𝗴 𝘀𝘁𝘂𝗱𝗲𝗻𝘁𝘀 to build my team at @Unipisa working on the exciting 𝘊𝘖𝘓𝘓𝘈𝘎𝘌 project starting in 𝗡𝗼𝘃𝗲𝗺𝗯𝗲𝗿 𝟮𝟬𝟮𝟱!

Check below all the details👇

📍https://t.co/ja9tb4CMKC

[Marco Podda @poddaccio]

As a #neurips2024 AC writing recommendations, I wish we had clear guidelines on whether the combination of known techniques should be considered as novel or incremental. Besides withdrawals, 100% of papers in my batch got mixed reviews because of this issue.

[Marco Podda @poddaccio]

Joint work with Paolo Milazzo, Michele Fontanesi, and Alessio Micheli.

[Marco Podda @poddaccio]

In our latest work accepted for publication in Bioinformatics, we show that neural networks for graphs can be applied to the structure of biochemical pathways in order to predict the behaviour of the associated dynamical system at steady state.

https://t.co/xKvebasLPP

[Marco Podda @poddaccio]

Moreover, we propose a method to interpret the model predictions which relies on knocking-out the pathway arcs and observing how the model predictions change accordingly. Lastly, we publicly release 3 novel datasets used to carry out the experiments to support further research.

[Marco Podda @poddaccio]

@therealpallazzo Continua all'infinito, ti prego

[Marco Podda @poddaccio]

Ready to roll with a superstar team! Looking forward to your submissions!

[Marco Podda @poddaccio]

@insolia_luca @SantAnnaPisa @CNRsocial_ @PSUScience @Unipisa @IMTLucca Congrats Luca!

[Marco Podda @poddaccio]

@Angius3Andrea @DonKalulu20 @RealAndroide Ce l'ho in loop da 20 minuti

[Marco Podda @poddaccio]

@Angius3Andrea @RealAndroide 😂😂😂😂

[Marco Podda @poddaccio]

@RealAndroide @SabrinaSalerno @Angius3Andrea @pisto_gol Mi pare l'abbia scoperta lui, era il lontano 1981

[Marco Podda @poddaccio]

@JoviAcm2 @RealAndroide

[Marco Podda @poddaccio]

Amazing! 👏🏼👏🏼👏🏼

[Marco Podda @poddaccio]

This is just embarrassing for the whole graph learning community (including me who blindly used #Node2Vec before without evaluating proper baselines). We should do better than this.

https://t.co/zlC4GfW9LD

[Marco Podda @poddaccio]

@riceasphait @EPFL_en @loukasa_tweet @befcorreia @trekkinglemon @mmbronstein Congrats and good luck!

[Marco Podda @poddaccio]

@MoAlQuraishi Thanks for the massive effort!