IDA @IDA_CTU
Intelligent Data Analysis Research Group ida.fel.cvut.cz Prague, Czech Republic Joined January 2019-
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ICAPS'24 Best Paper Runner-up Award goes to R. Horcik and our G. Sir (@GustavSheer) for their work on "Expressiveness of Graph Neural Networks in Planning Domains" - icaps24.icaps-conference.org/program/awards/ - find the paper at openreview.net/forum?id=pKEkS… or the author(s) at @ICAPSConference in Banff!
"Federated SGD with Local Asynchrony" by B. Chatterjee, our V. Kungurtsev, and D. Alistarh, studying the use of both parallel shared memory and distributed computation with asynchronous communication, was accepted for the IEEE Intl. Conference for Distributed Computing Systems
"Efficient Dataset Distillation via Minimax Diffusion" with authors from Duke University and our V. Kungurtsev was accepted for CVPR. The paper harnessed the computational power of generative diffusions for synthesizing a rich and representative synthetic dataset for retraining
“Iteration Complexity of Variational Quantum Algorithms” by IDA's Vyacheslav Kungurtsev and 3 colleagues, studying the convergence properties of optimization algorithms used on noisy quantum circuits, has been accepted for publication in the journal Quantum!
🙏 to all who participated on Tomogram transcriptomics study powered by @ikemcz and Descartes WG @ERAkidney allowing to detect molecular signatures of premature graft loss with great help of @IDA_CTU thelancet.com/journals/ebiom…
A three-year joint project of the Transplant Laboratory @ikemcz and @IDA_CTU focused on the identification and validation of biomarkers for kidney transplant operational tolerance has been successfully completed and published in a prestigious journal: sciencedirect.com/science/articl…
Our bioinformatics group helped to implement a new tool "SVMmycointron" for improved metagenome annotation! The tool removes fungal introns from environmental DNA with high precision and improves annotation of environmental metagenomes. More in the paper: onlinelibrary.wiley.com/doi/10.1111/17…
"Competing in daily fantasy sports using generative models" by our @OndrejHubacek and D. Mlcoch, now published in Intl. Transactions in Operational Research, shows how to generate profits on fantasy football with ML and OR: onlinelibrary.wiley.com/doi/full/10.11…
"Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization" by 5 authors led by A. Bellon - a PhD student of @DrKungOptimizer from our @IDA_CTU group - has been accepted for publication at the premier SIAM Journal on Optimization
"When Do Curricula Work in Federated Learning?" by 8 authors including Slava here at the IDA and people at UCF and UCSD in the USA, was accepted for the ICCV, showing that gradually increasing the difficulty of training samples improves performance on non-i.i.d. data.
Our last seminar before the summer break, given by @petrrysavy about his stay at Uni of Minnesota, ended with a sweet finish thanks to @Aishine___ - have a great summer everyone!
"Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo" by our @DrKungOptimizer et al., studying the statistical convergence and performance of HMC on decentralized computing platforms, has been accepted to appear in the journal Machine Learning!
"Reference-free phylogeny from sequencing data" just published in the journal of BioData Mining by our researchers P. Ryšavý and F. Železný studies estimation of similarity of genomic sequences from read data: biodatamining.biomedcentral.com/articles/10.11…
"Pathfollowing for Parametric Mathematical Programs with Complementarity Constraints" by our @DrKungOptimizer and J. Jaschke, studying methods for problems which can model real-time control of energy markets and operation, accepted for publication in Optimization and Engineering
"Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence" by Wu, Kungurtsev and Mondelli, accepted for Transactions in Machine Learning Research, explains the strong optimization and generalization quality of noisy training for SGD
My dissertation just got published as a book in Frontiers in Artificial Intelligence and Applications: iospress.com/catalog/books/… Of course you can just read it online for free😀But if anyone likes books, there are 5 free copies at our office...
“Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs” by our Kungurtsev, Morafah, Javidi, and Scutari, accepted for IEEE Transactions on Control of Network Systems, studies the SGD convergence on decentralized networks with asynchronous communication
DeniceGoen @DeniceGoen22371
65 Followers 2K Following
Nitesh Kumar @niteshroyal30
72 Followers 262 Following Lecturer @CompScienceCU Ph.D. in AI from @DTAI_KULeuven
Steven Schockaert @StevenSchockae2
170 Followers 78 Following I am a professor of Artificial Intelligence at Cardiff University, focusing on knowledge representation and natural language processing.
Jaya Sharma @jayya__sharma
23 Followers 152 Following PhD Cryptography Student @dtu_compute 🇩🇰 from 🇮🇳.
Pavlína Koutecká @PavlinaKoutecka
2 Followers 31 Following
meetamask @JanPapaj
173 Followers 703 Following Everything #cosmos | Akashian | In crypto since $4850 BTC/not FA| Views are my own "Kites rise against the wind, not with it." You gotta deserve what you want.
Lucie Gregorová @LucieGregorov3
545 Followers 5K Following I will be carried away by your melody to the edge of the world. I love art. Out this world. This it my world.
Ondrej Viklicky @OViklicky
258 Followers 337 Following transplant nephrologist, chief of transplant center @ikemcz
Ballari Naha @ballari_naha
1 Followers 65 Following
Jiri Klema @jiri_klema9802
0 Followers 14 Following
Sagnik Chatterjee @chatsagnik
272 Followers 557 Following Ph.D. candidate @IIITDelhi, Theoretical CS, Quantum Computing, Learning Theory.
Dario Zanca @dariozanca
520 Followers 2K Following Postdoc at @UniFAU 🇩🇪; Member of @ELLISforEurope 🇪🇺; Interested in #Humans #AI #DL #HumanInspired #ComputerVision #Robustness
艾建行 @Aishine___
2 Followers 7 Following
Soham Majumder @bees_inmy_brain
69 Followers 450 Following Talk nerdy to me. I'll overshare anyway. Preferred Manchester pronoun: Red
хмели-сумел.. @ak1taa1
8 Followers 146 Following
michael @miksz20
2 Followers 3K Following
Honza Schindler @silcik
15 Followers 168 Following
Jun han @Johngz08
22 Followers 4K Following
Sam Neaves @samwalrus
184 Followers 883 Following
antonio vergari 💥 .. @tetraduzione
4K Followers 1K Following human being | associate prof in #ML #AI @ancAtEd | PI of #APRIL https://t.co/7uTqRZtmEd | #probabilistic #models #tractable #generative #neuro #symbolic |
Thiago @thiagoalro
62 Followers 522 Following
Nobin Sarowar @smsnobin77
132 Followers 5K Following PhD Student | Ex-GRA Interested in NLP, Privacy Preserving ML, HCI
Peter Jung @k0ngz1
54 Followers 331 Following
Katr.123 @katr_123
0 Followers 51 Following
Bestoun S. Ahmed @bestoon82
177 Followers 187 Following Professor in Computer Science. Department of Mathematics and Computer Science, Karlstad University, working on Software testing, ML, AI Engineering, SE4AI
Cardiff KRR @cardiff_krr
72 Followers 94 Following Knowledge Representation and Reasoning group at Cardiff University
Pasquale Minervini �.. @PMinervini
7K Followers 4K Following Researcher in ML/NLP at the University of Edinburgh (faculty @InfAtEd @EdinburghNLP), @ELLISforEurope, @UCL_NLP, PI for @Clarify2020, https://t.co/WydvfU8ugz he/they
Srinjoy @Srinjoy35958641
457 Followers 4K Following
Jáchym Barvínek @BarvinekJachym
15 Followers 183 Following
向芷良 Zhiliang Xi.. @Mexicer
70 Followers 566 Following PhD student @cardiff_krr @CompScienceCU, ex-RA @IROHMS, tryna-be competitive 🎾 player. Loves KRR/Logic in CS/Representation Learning. Views are my own
Ondřej Lukáš @ondrej_lukas
114 Followers 160 Following PhD student at CTU | ML & Network Security | Lecturer in https://t.co/7WSXiSRq84, Food lover, travel enthusiast, uke player | Based in Prague, Czech republic
@civilsphere@infosec... @civilsphere
816 Followers 1K Following We provide free solutions to NGOs, journalists, and people at risk to protect them against targeted digital threats. Born at @stratosphereips and @ctu_cs.
Jan Kybic @JanKybic
221 Followers 282 Following Computer scientist, researcher with interest in algorithms, image processing and analysis, with applications in medicine and biology.
Ho Tuan Anh @tommys_ho
20 Followers 145 Following I usually dont have opinions for them to be my own tho
Jan Chybík @ChybikJan
1 Followers 70 Following
Sara Polak @sarapolak_cz
9K Followers 6K Following 🤖 Tech archaeologist 👩🔬Founder CCHAOS Research👩💻 Meme fan 🤙 Czech & Oxford gal 🇨🇿 #Forbes30under30
Klára Janoušková @klaaracz
209 Followers 344 Following Researcher in training, computer vision and machine learning PhD student at CTU in Prague. https://t.co/UaboD7CxJ8
Jan Zahálka @DoctorAdversary
26 Followers 50 Following AI & Security | Researcher @CIIRCCTU | AI Specialist & Founder @ BohemAI
Sriraam Natarajan @Sriraam_UTD
932 Followers 363 Following Professor of ML and AI, University of Texas at Dallas
System Testing IntelL.. @intelligent_lab
60 Followers 118 Following Research lab at CTU in Prague, @ctu_cs @CVUTFEL @CVUTPraha. We develop new effective testing methods for complex and critical systems. #software #IoT #AI 🇨🇿
Stepan Subik @stepan_subik
2 Followers 220 Following
Ludus Project @StratoLudus
132 Followers 61 Following We apply collaborative defense strategies to protect routers from attackers. Maintained by @ondrej_lukas and @RealKalin. Born at @stratosphereips and @ctu_cs.
Luc De Raedt @lucderaedt
2K Followers 141 Following Professor of AI, DTAI, KU Leuven; Wallenberg guestprofessor AASS, Örebro University; Director https://t.co/qmVMm4uTd4, IJCAI-ECAI 22 PC Chair, ERC AdG 2015
Steven Schockaert @StevenSchockae2
170 Followers 78 Following I am a professor of Artificial Intelligence at Cardiff University, focusing on knowledge representation and natural language processing.
Sara Polak @sarapolak_cz
9K Followers 6K Following 🤖 Tech archaeologist 👩🔬Founder CCHAOS Research👩💻 Meme fan 🤙 Czech & Oxford gal 🇨🇿 #Forbes30under30
Ondrej Viklicky @OViklicky
258 Followers 337 Following transplant nephrologist, chief of transplant center @ikemcz
Vyacheslav Kungurtsev @DrKungOptimizer
3 Followers 0 Following Applied Math Researcher in Mathematical Programming / Numerical Optimization, with applications in macine learning, process control, and mathematical physics
System Testing IntelL.. @intelligent_lab
60 Followers 118 Following Research lab at CTU in Prague, @ctu_cs @CVUTFEL @CVUTPraha. We develop new effective testing methods for complex and critical systems. #software #IoT #AI 🇨🇿
艾建行 @Aishine___
2 Followers 7 Following
Algebraic AI @AlgebraicAi
152 Followers 134 Following We are a startup focused on Algebraic Machine Learning
Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)
Cardiff KRR @cardiff_krr
72 Followers 94 Following Knowledge Representation and Reasoning group at Cardiff University
4th GCLR workshop @AA.. @GclrW
190 Followers 19 Following The 4th Workshop on Graphs and more Complex structures for Learning and Reasoning, collocated with AAAI 2023.
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
qminers @qminers
41 Followers 46 Following
Pavel Kordík @pavelkordik
1K Followers 494 Following Data scientist interested in data mining automation, meta-learning, artificial intelligence and optimization @FIT_CTU, @DataLab_CTU, @recombee @prg_ai
Jesse Davis @jessejdavis1
2K Followers 452 Following Professor @KU_Leuven researching AI, machine learning, data mining and sports. Co-founder of @Activ84Health & @runeasi_ai
Graphcore @graphcoreai
9K Followers 1K Following We invented the Intelligence Processing Unit (IPU) to let innovators create next generation machine intelligence.
CS Department at FEE .. @ctu_cs
748 Followers 249 Following Department of Computer Science, Faculty of Electrical Engineering Czech Technical University in Prague #computerscience #techuniversity #AI @CVUTFEL @CVUTPraha
Stanford NLP Group @stanfordnlp
145K Followers 179 Following Computational Linguists—Natural Language—Machine Learning @chrmanning @jurafsky @percyliang @ChrisGPotts @tatsu_hashimoto @MonicaSLam @Diyi_Yang @StanfordAILab
OI FEL ČVUT @OIfelCVUT
264 Followers 7 Following
FIT ČVUT @FIT_CTU
3K Followers 319 Following Fakulta informačních technologií @cvutpraha 📆 22.-26. 7. #LetniSkolaAI 🎧 podcast #JednickyaNuly 😎 @klubfitpp #⃣ #fitcvut 🇬🇧 @studyatctu
Víctor Gutiérrez-Ba.. @vicgtzbasulto
118 Followers 359 Following Working on Reasoning, Learning, Knowledge Graphs and Data Management @CardiffUni @CompScienceCU. Made in Mexico.
Cardiff Uni Computer .. @CompScienceCU
2K Followers 342 Following School of Computer Science and Informatics at @cardiffuni. Delivering opportunities for a better future through teaching excellence and cutting-edge research.
Sriraam Natarajan @Sriraam_UTD
932 Followers 363 Following Professor of ML and AI, University of Texas at Dallas
Sports Analytics Lab @DTAISportsLab
496 Followers 424 Following This is the official Twitter account of the Sports Analytics Lab of the DTAI research group at KU Leuven.
DTAI @DTAI_KULeuven
1K Followers 187 Following Declarative Languages and Artificial Intelligence Research Group @CW_KULeuven @KU_Leuven
🥳🎉Delighted & honored to be named as an @RealAAAI AAAI Fellow 2024. I am humbled to be a part of a class & a group that includes many of the people I most respect & look up to within #AI. 🙏 to my amazing students & collaborators. This would not be possible without you 🙏
Wir gratulieren! #TUDa-Professor und KI-Experte Kristian Kersting @kerstingAIML wurde von der Association for the Advancement of Artificial Intelligence @RealAAAI zum Fellow ernannt 👉 tu-darmstadt.de/universitaet/a…
ICAPS'24 Best Paper Runner-up Award goes to R. Horcik and our G. Sir (@GustavSheer) for their work on "Expressiveness of Graph Neural Networks in Planning Domains" - icaps24.icaps-conference.org/program/awards/ - find the paper at openreview.net/forum?id=pKEkS… or the author(s) at @ICAPSConference in Banff!
"Efficient Dataset Distillation via Minimax Diffusion" with authors from Duke University and our V. Kungurtsev was accepted for CVPR. The paper harnessed the computational power of generative diffusions for synthesizing a rich and representative synthetic dataset for retraining
"Federated SGD with Local Asynchrony" by B. Chatterjee, our V. Kungurtsev, and D. Alistarh, studying the use of both parallel shared memory and distributed computation with asynchronous communication, was accepted for the IEEE Intl. Conference for Distributed Computing Systems
I'm very excited that today OpenAI adopts its new preparedness framework! This framework spells out our strategy for measuring and forecasting risks, and our commitments to stop deployment and development if safety mitigations are ever lagging behind. openai.com/safety/prepare…
🏭 💬 See how our autumn prg․ai Minor Industry Talk went! We were honored to host a renowned researcher @jankulveit. His Talk focused on the risks arising from the advancement of AI, as well as the technical challenges of implementing security measures.
"A Deep Learning Blueprint for Relational Databases" by L. Zahradnik, J. Neumann, and @GustavSheer, presented last week at #NeurIPS2023's @TrlWorkshop introduced a modular message-passing scheme for end-to-end deep learning from databases - see the paper! openreview.net/forum?id=b4GEm…
“Iteration Complexity of Variational Quantum Algorithms” by IDA's Vyacheslav Kungurtsev and 3 colleagues, studying the convergence properties of optimization algorithms used on noisy quantum circuits, has been accepted for publication in the journal Quantum!
I'm looking for a PhD student to work on explainable Graph Neural Networks for Computational Chemistry: findaphd.com/phds/project/e… Don't hesitate to get in touch if you're interested in this position.
@OViklicky @ikemcz @ERAkidney @IDA_CTU Congratulations!!!!
🙏 to all who participated on Tomogram transcriptomics study powered by @ikemcz and Descartes WG @ERAkidney allowing to detect molecular signatures of premature graft loss with great help of @IDA_CTU thelancet.com/journals/ebiom…
A three-year joint project of the Transplant Laboratory @ikemcz and @IDA_CTU focused on the identification and validation of biomarkers for kidney transplant operational tolerance has been successfully completed and published in a prestigious journal: sciencedirect.com/science/articl…
Our bioinformatics group helped to implement a new tool "SVMmycointron" for improved metagenome annotation! The tool removes fungal introns from environmental DNA with high precision and improves annotation of environmental metagenomes. More in the paper: onlinelibrary.wiley.com/doi/10.1111/17…
"Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo" by our @DrKungOptimizer et al., studying the statistical convergence and performance of HMC on decentralized computing platforms, has been accepted to appear in the journal Machine Learning!
"Reference-free phylogeny from sequencing data" just published in the journal of BioData Mining by our researchers P. Ryšavý and F. Železný studies estimation of similarity of genomic sequences from read data: biodatamining.biomedcentral.com/articles/10.11…
🚀Today, I successfully defended my PhD thesis on Topological Deep Learning @Cambridge_CL📖. I was honoured to discuss my work with my examiners, @wellingmax and @jmhernandez233. Very grateful to everyone who has been part of this journey and in particular to @pl219_Cambridge!
Music & sound effect industry has not fully understood the size of the storm about to hit. There’re not just one, or two, but FOUR audio models in the past week *alone* If 2022 is the year of pixels for generative AI, then 2023 is the year of sound waves. Deep dive with me: 🧵
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